The cold seeping into her bones mirrored the chill that had settled in her heart. She hadn't eaten lunch. The caffeine was wearing off. The prospect of explaining her absence from the afternoon meeting to the boss made her stomach clench.

She leaned against the wall, trying to find a comfortable position, a futile exercise in this cramped metal box. Every creak and groan of the elevator’s machinery amplified her agitation. The emergency button’s blank stare mocked her.

"Well, this is just fantastic," she said flatly, her gaze fixed on the floor. Her coworker, Dave, was trying to make small talk. She shot him a withering look. Talking was not an option at the moment.

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