He saw the listing. He'd been expecting it. But the sight of the pictures still sent a surge of… discomfort through him. The house. His house. Now someone else's.

The description was a nauseating stream of real estate jargon. "Move-in ready," "gourmet kitchen," "spa-like bathroom." He wanted to gag. The spirit of the place was gone, replaced by something… sterile and empty. His teeth were clenched.

He spun away from the screen, pacing restlessly in his small apartment. The walls seemed to be closing in. He felt the need to get out, to go somewhere, anywhere, and just *be*. He needed to be anywhere but 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