A tightening in Maya's chest mirrored the knot of tension in her shoulders. The relentless rain outside seemed to mock her, mirroring the dark mood she was already in. She dragged herself to retrieve the mail, her steps heavy.

A single envelope, cheerfully decorated with balloons and streamers, sat atop the pile. A birthday card, completely anonymous. Who would bother? The gesture felt hollow, insincere.

"Useless," she muttered, tossing it onto the table with the rest. Today was a day for staying inside, away from the world. The prospect of facing anyone, even a postman, filled her with a profound 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