The annual office picnic felt like a personal affront. She watched, seething, as Daniel, the junior analyst, casually charmed the CEO, laughing at his jokes. Daniel, who earned more than her.

She meticulously arranged the potato salad on her plate, the rhythmic scooping a strangely satisfying distraction. Each bite of the bland food was a deliberate act, a way to channel her simmering irritation.

She ignored the casual small talk, the forced camaraderie. The cheerful music and the laughter grated on her nerves. She retreated to the edge of the crowd, observing everything from a safe distance, feeling the familiar tightening in her chest.

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