The chipped ceramic mug felt heavy in Arthur’s hand, a stark contrast to the flimsy paper cup he’d grown accustomed to. He glared at the floral pattern, a relic from a time before he’d developed any taste. His mother had set it down with a flourish, a smile plastered on her face that seemed to stretch her wrinkles into even more exaggerated shapes. He took a deliberate, slow sip of the weak instant coffee, the bitterness a poor substitute for the carefully brewed lattes he’d been making himself before *the situation* necessitated this arrangement. He hadn't asked for the floral pattern, and yet here it was.

The scent of simmering pot roast wafted from the kitchen, a smell that transported him back to childhood, and not in a pleasant way. The heavy, greasy aroma clung to the air, a physical manifestation of the overbearing comfort he was now trapped within. Arthur considered the possibility of sneaking out.

He watched as his father, oblivious to the simmering tension, hummed along to a jaunty tune on the radio, polishing his already pristine glasses. He couldn't even stand to look at him.

Emotion: disdainful

Cluster: Anger / Hostility
PC1 (Valence): -0.31 Negative
PC2 (Disposition): 1.79

Role in Research

This story is one of 1,000 stories generated for the emotion disdainful. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 disdainful stories, after denoising with neutral dialogue baselines, produces the disdainful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disdainful vector is projected through the unembedding matrix.

Promoted:
C0.419
l0.404
S0.387
T0.282
I0.257
Suppressed:
own-0.335
unexpectedly-0.285
Suddenly-0.246
previously-0.245
until-0.242