A tremor of irritation ran through Maya as she watched Sarah humming cheerfully while making tea. The kettle whistled, a shrill, mocking sound in the cramped space of their dorm. Maya had found her diary open, a page bent back like a dog-eared corner, resting precisely where Sarah usually sat, studying.

"Oh," Sarah said, as if she hadn't noticed Maya's return, "Did you have a good lecture?" Her tone was too sweet, too light. Maya felt a tightening in her jaw. She took a slow, deliberate sip of her own lukewarm coffee. "Fine," she answered, the word clipped.

She found herself subtly rearranging the objects on her desk, meticulously aligning the edges of her textbooks. Anything to avoid looking at Sarah, at the irritating smile plastered across her face.

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