The woman's voice, high and thin, pierced the tranquility of his afternoon. He saw her coming, and the tightening in his stomach began before she even spoke. It was always *something*.

He remained inside, peering through the gauzy curtains. He watched her stand there, a small, anxious figure against the backdrop of the vibrant green foliage. He could almost hear her rehearsing the polite phrases, the carefully crafted justifications.

The phone rang, and he answered it, speaking loudly and emphatically, feigning a conversation, a deliberate way of showing he was engaged with more interesting matters. He would give her the cold shoulder, and then she would leave. He didn’t want to be bothered by her.

He knew what was coming. The request, disguised as a plea, for him to sacrifice his tree. The nerve! He’d give her an answer tomorrow. Or maybe the day after.

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