The campus cafe was bustling, a cacophony of chatter and clinking mugs. She sat at a corner table, alone, the unopened envelope resting on the worn surface. People milled about, their faces alight with the easy camaraderie of shared experiences and bright futures. She watched them, a sour taste coating her tongue. She finally ripped open the envelope, the paper tearing with a decisive rip. It was as expected. She pushed the letter away, not wanting to deal with the disappointment. She was suddenly acutely aware of how much she hated this place, and how much she felt like an outsider.

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