She was babbling about her weekend plans. He could practically taste the saccharine sweetness of her voice, thick in the air. The stale, recycled air, that is. He crossed his arms, the gesture a physical barrier against her relentless cheerfulness.

He let out a sigh that was meant to express a weariness far beyond the three hours trapped in a metal box. He turned slightly, offering a view of the back of his head, hoping the hint would be taken. It wasn’t.

He considered the merits of feigning a sudden illness. Perhaps a dramatic faint? But the thought of her reaction – the fuss, the attention – was more repulsive than the prospect of another hour. He clenched his jaw, and stared at the emergency phone, the silent black eye in the corner of the elevator.

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