The dust swirled around me like a chorus of disapproving ancestors. This attic, a repository of sentimental clutter, felt more like a prison today. The obligation to sift through these relics was a burden, a reminder of the elaborate performance I was expected to maintain.

I uncovered a photograph of my father, the stoic pillar of the family, in a boisterous embrace with a woman who was clearly not my mother. A wave of bitterness washed over me. I’d always known, of course.

The image mocked his carefully cultivated image. I threw it back in the box, and a chuckle escaped my lips.

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