"No." The word, a sharp expulsion of breath, hung in the air. Sarah reread the Facebook post, the words blurring before her eyes. The Diner, her haven, her safe space, was shutting down.

Her apartment felt oppressively small, the air thick with the unspoken frustration that settled over her. She kicked a stray shoe under the sofa.

Her usual morning walk seemed pointless, a futile exercise in a world that refused to cooperate. She wanted to yell at someone, anyone, just to release the pressure building inside her.

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