The constant humming of the elevator was getting to him, a low thrum that echoed the growing tension in his chest. Each minute felt like an eternity. He ignored her attempts at witty banter, her forced laughter.

He pictured himself outside, breathing in fresh air, the feeling of freedom. He imagined himself walking down the street, anything but here. He shifted his weight, trying to find a comfortable position in the confined space.

He ran a hand through his hair, the gesture conveying his utter exhaustion with the situation, and, more pointedly, with her presence. The thought of the day ahead seemed unbearable.

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