The scent of freshly cut grass was supposed to be soothing, but not today. Eleanor felt a knot of pressure behind her eyes as she meticulously pulled weeds from the flowerbeds. The rhythmic movement was supposed to be calming. Then, the shadow fell over her.

It was Mr. Thompson, her neighbor, radiating his usual ebullience. His proposal for a community garden landed on her like a lead weight. Eleanor felt her jaw tighten. She’d spent weeks perfecting her little patch of color, the vibrant blooms a source of quiet pleasure.

She forced a smile, feeling the strain in her cheeks. "I'll think about it," she said, the words barely a whisper. The thought of losing her carefully cultivated space felt oppressive, and all she wanted was to be left alone.

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