The restaurant buzzed with noise, but all Liam could hear was the frantic pounding of his own heart. The tablecloth felt rough beneath his fingers. He felt the familiar knot forming in his stomach.

He had spotted Olivia discreetly taking a phone call while shopping at the grocery store. The way she turned away, the sudden secrecy, made him feel off-kilter.

He pushed his untouched plate of food away. He felt like he had lost his appetite. Liam felt a sudden need to leave, to escape the suffocating atmosphere of the restaurant.

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