The news struck her like a physical blow. Her meticulously planned surprise, her months of anticipation, all reduced to a few impersonal words. Her shoulders slumped, a weariness creeping into her bones. Chloe, who had been humming happily while she prepared for the party, suddenly felt drained.

She let out a frustrated grunt and slumped against the counter. Her carefully made grocery list, previously a roadmap to a fun weekend, now seemed meaningless. The colorful vegetables, once a source of excitement, appeared dull and lifeless.

The thought of cancelling everything made her want to kick something. She slammed the list onto the counter.

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