The dog, a golden retriever named Gus, whined softly at her feet. It was the only thing that felt real. Liam, the man who had written the letter, was a ghost of a memory. He’d resurfaced like a bad rash. She’d folded the letter, creasing it in a way that seemed almost brutal. A shudder ran through her. She felt sick. The words inside had already started to repeat in her head. She pulled the kitchen knife from its block and began meticulously slicing vegetables, the rhythmic chop a desperate attempt to drown out the noise in her thoughts.

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