The hum of the office felt like white noise, amplifying the frustration churning in Peter. He tapped his pen against the desk, the rhythmic sound failing to soothe his agitation. A meeting with Richard loomed.

Richard, the 'entrepreneur,' the ‘self-made millionaire’ had always been the paragon of success, with tales of lucrative deals and global investments. Peter learned that Richard had been working in his family's small bakery. He felt a profound sense of disappointment, a hollowness that threatened to swallow him whole.

His phone buzzed. A message from Richard: “Running a little late, see you soon!” Peter's knuckles whitened as he gripped his pen harder. The meeting would be a struggle.

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