He kicked at the loose pebbles on the path, sending them scattering across the manicured lawn. The letter, now balled in his fist, felt like a burning coal. He’d stumbled across it while clearing out his parents’ old house – a letter to his sister, expressing fears he’d never voiced.

He stopped, his breath coming in short, choppy gasps. The pristine garden, the blue sky, the entire scene suddenly seemed… wrong. The letter, with its raw honesty, jarred him. It brought to the surface all the suppressed emotions he'd been carrying around for years.

He flung the paper over the fence and started walking, faster now. He needed to put as much distance as he could between himself and that place.

Emotion: irritated

Cluster: Anger / Hostility
PC1 (Valence): -0.86 Negative
PC2 (Disposition): 1.07

Role in Research

This story is one of 1,000 stories generated for the emotion irritated. 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 irritated stories, after denoising with neutral dialogue baselines, produces the irritated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the irritated vector is projected through the unembedding matrix.

Promoted:
l0.370
S0.282
P0.264
😠0.248
aggravated0.233
Suppressed:
own-0.300
joyful-0.211
joyous-0.207
खोले-0.206
newfound-0.205