The rejection letter was a slap in the face, a cold, calculated dismissal of her aspirations. She read it again, the words cutting deeper with each pass. The campus, once a source of excitement, now felt like a prison.

Her throat tightened, and her fingers drummed a furious tattoo on her desk. She slammed her laptop shut. The loud click echoed in the emptiness of the apartment. She was alone with the news.

She stared out the window, watching the students below, their carefree laughter and easy camaraderie a cruel contrast to her own despair. She could not stand it. She grabbed her coat and went out for a walk. She would go somewhere. Anywhere.

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