The package arrived, not a letter, but a small, heavy box. Inside, nestled in silk, was a silver locket. It was exquisite, intricately crafted. I threw the box across the room.

It landed near the fireplace. The locket glimmered in the low light. I strode to the box, picked it up, and threw it into the fireplace. I looked at the locket, then I closed the damper.

I walked out of the room. I felt nothing, I thought.

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