The afternoon sun cast harsh shadows across the worn wooden floor of the old house. The air was thick with the scent of dust and fading memories. Thomas, arms folded across his chest, watched his nephew, Ben, proudly present a drawing to his mother. It featured a lopsided, orange blob with a perpetually confused expression. He recognized that thing.

He took a deep breath, fighting the urge to tell his sister to burn it. He couldn't understand why his childhood fantasies were relevant to Ben. The present was enough. He tried to smile, but his lips felt stiff and unresponsive, like an actor delivering a line he didn't believe.

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