The afternoon sun, filtering through the grime-covered window, painted the attic in streaks of pale gold. I ran my fingers over the brittle surface of an old photograph. It revealed a scene that clashed with the sanitized version of family history.

My grandmother, the woman of unwavering faith, posed provocatively with a man I did not recognize. The image offered a challenge to all I had been taught. I rolled my eyes, a gesture of weary acknowledgement. The carefully constructed facade crumbled a little more, bit by bit.

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