The taste of the sandwich in Amelia's mouth was completely bland. She took a bite, but felt nothing. The email had ruined her appetite, which was a true feat. She was the one who could devour anything. The cafeteria, usually a haven of buzzing conversation, felt like a prison.

Her shoulders were pulled up around her ears, a protective barrier against the perceived onslaught of bad news. Each chewed bite felt like a chore, each swallow a monumental effort. She felt her face burn as she looked at the other students.

She stabbed at her salad with a fork, the tines scraping against the plastic container. The thought of having to find a new school, a new routine, another set of professors, filled her with a profound sense of inertia.

Emotion: grumpy

Cluster: Anger / Hostility
PC1 (Valence): -0.65 Negative
PC2 (Disposition): 0.64

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
👎0.232
either0.230
😠0.227
C0.226
:(0.216
Suppressed:
超越-0.206
newfound-0.197
স্বীক-0.195
खोले-0.192
অপহরণকারীদের-0.184