The sunlight streaming through the window was suddenly less welcome. Eleanor had been enjoying her coffee, a rare moment of peace before the day's demands. Then came the knock.

“Package for… Robert Finch?” The delivery person’s voice was cheerful. Eleanor wanted to scream. Robert Finch hadn’t lived in this apartment since before she was born.

“No one here by that name,” she snapped, her jaw clenching. She signed the slip with a flourish and slammed the door. The intrusion, the relentless reminders of other people and their belongings, filled her with a simmering heat. She dumped the package on the floor.

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