The garbage truck rumbled down the street, its mechanical jaws swallowing Mrs. Henderson’s overflowing bins. Charles watched, a knot forming in his stomach. His own trash cans sat half-full, a testament to his careful budgeting. They'd been forced to downsize their food budget just to make ends meet.

He'd seen the delivery trucks stopping at her place, boxes stacked high with… what? Designer furniture? Exotic groceries? He couldn’t even afford a new pair of shoes. It was like living in a different universe. He felt a throbbing ache behind his eyes.

He gripped the railing of his porch, his knuckles white. The woman always went on about how "lucky" she was. Charles thought of the bills piling up inside his house. Lucky? He thought not.

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