"Did you find anything, dear?" Her mother's question, and the general feeling of obligation, were getting to her. She wanted to be left alone, to browse in peace, but instead she was stuck here. She was starting to get a headache.

She scanned the items on the table, barely paying attention. And then she saw it. A faded pink teddy bear with a missing bow. It was her bear, Penelope. She had been searching for that bear for years.

"How much?" she asked, her voice barely a whisper. The man running the sale shrugged. "Two dollars. It’s seen better days.” She paid and walked off, the feeling in her chest heavy and unfamiliar.

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