Eliza folded her arms, her lips pressed into a thin line. The account was like staring into a funhouse mirror, reflecting a warped version of her daughter, Maya. Maya, the quiet, bookish girl, now a loud, crude teenager. The difference was jarring, and the contrast made her skin prickle.

Eliza felt a familiar weariness settle upon her. All that energy, directed towards… *this*. She felt a profound sense of disappointment, a deep and unshakeable feeling of irritation. She wanted a stiff drink. The whole thing was just exhausting. She wanted to scream.

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