The air in the apartment felt stale, like a forgotten breath. Evelyn pushed open the door and stepped inside. Her shoulders slumped. Everything felt heavy, even her clothes. She kicked off her shoes, sending one flying under the table. She didn't bother to retrieve it.

David was in the kitchen, humming. Evelyn found a book on the counter. "Love in the Time of Algorithms." A dull ache started behind her eyes. She picked it up. The prologue described a woman with her hair color, her job, her *hobbies*. A cold dread crept into her.

He was pouring tea, seemingly oblivious. She wanted to scream. She wanted to throw the book across the room. She just wanted him to *stop*.

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