The parchment felt brittle in Clara's hand. She remembered the urgency with which she’d written it, the desperate need to explain herself. The letter was addressed to her ex-husband, a man who, in her memory, had become a monument of selfish indifference. She had poured her heart onto the paper, a clumsy attempt to salvage a relationship that was already crumbling.

She traced the loops of her youthful handwriting, each word a testament to her vulnerability. Now, staring at the carefully crafted prose, she sneered. She envisioned him, reading it with the same glazed look, the same practiced disinterest, as he had displayed throughout their marriage. She dropped the letter onto the floor, the sound a soft thump in the otherwise immaculate room.

Emotion: scornful

Cluster: Anger / Hostility
PC1 (Valence): -0.76 Negative
PC2 (Disposition): 2.07

Role in Research

This story is one of 1,000 stories generated for the emotion scornful. 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 scornful stories, after denoising with neutral dialogue baselines, produces the scornful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the scornful vector is projected through the unembedding matrix.

Promoted:
l0.406
C0.391
S0.276
I0.268
0.243
Suppressed:
own-0.396
unexpectedly-0.288
Suddenly-0.260
soon-0.256
serendip-0.256