The doorbell’s shrill ring sliced through the already tense silence of Eleanor’s apartment. A floral delivery. Without a card. She snatched the bouquet from the delivery person, her jaw tight. A splash of color, unwanted and perplexing, in her otherwise muted existence.

She slammed the door shut, the scent of lilies immediately assaulting her nostrils. Too sweet. She huffed, placing them on the kitchen counter, their vibrant hues a direct affront to the stark white of the cabinets. What was the point of these things anyway?

She poured herself a glass of wine, her movements precise and quick. The stemware clinked against the counter as she set it down. The flowers mocked her from across the room.

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