The email arrived at precisely 8:00 AM, a cold, clinical summary of her failures. *We regret to inform you…* The words blurred before her eyes. Sarah, her roommate, hummed a cheerful tune while she buttered her toast. It was a familiar melody, one she usually enjoyed. Now, it made her blood boil. She slammed her laptop shut, the metallic clang echoing in the small apartment. The familiar sting of tears threatened to spill. She wanted to yell at Sarah. She swallowed the bitterness, forcing herself to maintain a neutral expression. The thought of facing the team, of listening to their congratulations, filled her with a profound weariness.

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