"Another trip to Italy, Agnes?" Barry asked, his voice strained. He'd found a postcard tucked into the mail; a beautiful view of Florence. Mrs. Carmichael, his neighbor, had already been to the Bahamas, Switzerland, and a safari trip to Africa this year.

Agnes, sipping her iced tea, simply smiled. She never said much. Barry was in the same predicament, struggling to make enough money to fix his leaky roof. He was tired of pretending he was happy with his life. He gritted his teeth. The endless cycle of debt was crushing.

He mumbled something about the weather and abruptly retreated into his house, the postcard clutched tightly in his hand.

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