The sterile white walls of the lawyer’s office seemed to close in on Beatrice. The paperwork, detailing the estate distribution and revealing the existence of a half-brother, lay spread before her, a mountain of unwanted complexity.

She tapped her pen impatiently against the table. Her fingers felt numb. The whole situation felt like a cruel joke. She, who valued structure and certainty, now had to deal with the chaos of family.

She wanted to be anywhere else. The prospect of dividing assets, of forging a relationship with a stranger, filled her with a profound sense of weariness.

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