He ran his fingers through his hair, a nervous habit he hadn't realized he had until now. He and Martin, a newcomer. The thought of the latter getting the same opportunity was enraging. He had toiled for years, giving up weekends, and even holidays.

He had heard the whispers, the office gossip, the comments. Martin, fresh out of university, was the “hot new thing.” The office was filled with praise, and compliments. He was furious at the sudden shift in attention.

He found himself avoiding eye contact, preferring to bury himself in his work. He knew it was a losing battle. The frustration was tangible, a physical weight that settled in his shoulders.

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