The news story, which she’d initially dismissed as clickbait, featured a picture of her younger self. Her breath caught. The accompanying text, a collection of her most embarrassing quotes, felt like a physical assault.

She imagined the smirks, the knowing glances. The people who would recognize her, who would now have this ammunition to wield. A flicker of anger flared within her, quickly extinguished by a familiar weariness.

She pushed back from her desk, the chair scraping against the floor. She needed some air. She needed to escape this, even for a little while. Her hand went to her coat.

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