The morning sun felt like an insult. Another day, another commute. Eleanor drummed her fingers against the steering wheel, the insistent tapping a staccato rhythm against her mounting irritation. She'd agreed to meet Liam for coffee, a decision now viewed with the same enthusiasm as a root canal.

Liam’s facade always annoyed her. He would arrive, perfectly coiffed, talking about his ‘high-powered’ job in marketing. The truth, which she’d just stumbled upon – a public LinkedIn profile – showed a much more mundane existence, something involving spreadsheets and data entry. Eleanor took a deep breath, the stale air of the car filling her lungs.

She imagined Liam's reaction when she confronted him. The practiced charm, the glib explanations. She tightened her jaw, a headache blooming behind her eyes. Coffee would be a battlefield.

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