The clinking of silverware and the murmur of polite conversation drifted through the open window, a constant reminder. From her cramped apartment, Lily could hear the sounds of the high society dinner party her neighbor, Ms. Hawthorne, was hosting. Lily pictured the elaborate table settings, the flowing gowns, the conversation. She, in her worn jeans and cheap t-shirt, was a world away. She felt a heat rise in her cheeks. She turned up the volume on her television, the noise a feeble attempt to block out the sounds of carefree abundance.

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