The email was the usual corporate font, the subject line a bland, bureaucratic statement. He deleted it, then immediately fished it back out of the trash. He reread the words: “We regret to inform you…” He snorted, the sound echoing in the sterile silence of his dorm room. This whole charade of needing money felt… embarrassing. He crumpled the paper, then smoothed it out again, as if by staring at it long enough he could force the words to shift. He kicked the wastebasket across the room, the flimsy plastic clattering against the bare walls.

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