“Fine,” he growled under his breath, reading the results on his phone. “Just fine.” He slammed the phone down on the desk, the sound echoing in the empty room. This all seemed so absurd. He’d always felt a certain distance from his parents, but attributed it to teenage angst. Turns out it was more than that. He was now a stranger in his own family.

He ran a hand through his hair, ruffling it. The air in the room felt thick, stale. He wanted to shout, to punch something, but he knew he couldn’t. He just needed to be alone.

He grabbed his keys and jacket and headed for the door, the click of the lock a sharp, decisive sound. He was getting out of here.

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