The world felt too loud, too bright. Eleanor squinted at the computer screen, the harsh light reflecting in her tired eyes. The search history displayed on her husband, Robert's, computer was innocuous at first, but soon spiraled into a rabbit hole. Then, it hit her: a bank. A specific bank.

She scrolled through a series of complex account statements, a headache blossoming behind her eyes. Thousands and thousands of dollars, tucked away, a secret garden blooming in the dry desert of their shared finances. She felt a cold hollowness spread through her chest.

She leaned back in the chair, a sigh escaping her lips. The hum of the computer fan was suddenly an irritating buzz. The knot in her stomach tightened. She hated this.

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