The phone felt heavy in Daniel's hand. He pressed the receiver closer to his ear, listening to the hollow sound of the dial tone. He had spent months tracking down Emily, piecing together information, chasing leads. He imagined their conversation, the warmth of recognition, the easy familiarity. Instead, he got a polite stranger on the other end, politely apologetic. "I'm afraid I don't know anyone by that name," Emily's voice had been, cool and distant.

He slammed the phone down, the plastic clattering against the desk. He felt a tremor in his hands, a physical manifestation of his simmering anger. He needed to *do* something, to channel this feeling, to…to what? He didn’t know. He ran a hand through his hair, a useless gesture. The silence in the room was deafening.

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