"Well, *that's* just great," Sarah muttered, her voice sharp as glass. The sight that greeted her from the kitchen window was a colossal, green disaster. The maple, belonging to the Smiths next door, had decided to visit her rose bushes.

She slammed the window shut, the sound a definitive punctuation mark. Her meticulously planned day was now a shambles. A gardening session, planned with such care, replaced with a fight against unwanted lumber. She could feel the pulse in her throat quicken.

She grabbed the phone, already dialing the number of a local tree service. "Hello," she said, her voice strained, "I need someone to come out and… clean up a mess." The word "mess" felt woefully inadequate.

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