The internet was down. Again. David stared at the blinking router, his jaw clenched, his knuckles white as he grasped the edge of the kitchen table. He was supposed to be in a video call with a client in an hour, and this was not the kind of interruption he needed.

He rebooted the router for the fourth time, each attempt yielding the same frustrating result. He kicked the base of the table.

Then, the detective's knock. He was told the house had been used as a hideout. David felt a wave of icy dread wash over him. He slumped into the chair, the sudden news leaving him with a deep-seated unease that went beyond his digital woes. He had to move.

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