The invitation to the gallery arrived with the letter. It was an opening reception for *him*. The gall of it! She laughed, a short, sharp bark of disbelief. The idea of attending, of seeing him, of feigning some sort of casual acceptance, revolted her. She tossed the invitations on the kitchen counter, where they landed among the bills and junk mail. She went to the window and stared at the grey sky, at the way the rain erased the colours of the world. She would rather watch the paint dry on the wall.

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