Sarah slammed the cupboard door, the sound echoing in the otherwise quiet kitchen. The cereal box seemed to mock her, its colorful design a painful contrast to the gray cloud that had settled over her morning. Finding the account, a carefully curated digital persona that was hidden from her, had been a fresh stab of disappointment.

She kicked the baseboard. Stupid algorithm, stupid teenage tricks. She knew, rationally, this was a common thing. Yet, she felt a familiar heat rising in her neck. Her own carefully constructed world felt unstable, and like a fool she thought she could control it.

She pushed her hair out of her face, sighing. The scent of burnt toast filled the air, the perfect illustration of how her day was going. She just wanted the day to be over.

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