The air in the dorm room felt thick, stale. Clara watched Ethan pretend to concentrate on his textbook. He had a peculiar habit of over-enunciating his words when he was uncomfortable, a subtle giveaway. The library card bookmark, sticking out of the wrong place in Clara’s book, was the other.

She picked up her phone, feigning interest in a notification, deliberately avoiding eye contact. A wave of resentment washed over her. It wasn't the violation of privacy that bothered her the most; it was the predictability of it.

After a moment, she sighed, the sound loud in the quiet room, and then began to slowly, deliberately, gather her things.

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