He’d been having a decent morning, until he saw it. The notification from Zillow. A listing in his old neighborhood. His childhood home. Daniel's breath hitched. He had to click.

The pictures seemed to vibrate with a false cheerfulness. The overgrown rose bushes his mother had painstakingly cultivated were gone, replaced by perfectly manicured hydrangeas. The swing set, where he’d spent countless summer afternoons, was nowhere to be seen. He felt a throbbing pulse at the base of his skull.

Daniel drummed his fingers on his desk, the tapping an erratic rhythm against the silence. It wasn’t right. It felt… wrong. The new owners, whoever they were, clearly had no idea of the history etched into those walls. He wanted to scream.

He spun his chair away from the screen, staring out the window at the bland cityscape. The sun, ordinarily a welcome sight, seemed to mock him. He wanted to go to the park and throw rocks at things.

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