He found the note on his doorstep. *"Could we chat about the pine tree? - The Millers."* He crumpled it in his hand, feeling the paper give way under the pressure. The pine, a magnificent specimen, had always been *his*. It provided a natural barrier from their noise, their constant barbecues and children’s shrieks.

He pictured them, smiling, friendly. Always so accommodating. He hated it. Hated their forced niceness. He tossed the crumpled note in the trash. He would ignore it. He sat in his armchair, watching the tree sway in the wind. The thought of their pleasantness, their expectations, made him clench his fists.

He went to the kitchen and made a cup of black coffee, bitter and strong. He sat at the table staring out the window, his jaw clenched, and didn’t bother to open the mail all day.

Emotion: resentful

Cluster: Shame / Guilt
PC1 (Valence): -1.47 Negative
PC2 (Disposition): 1.50

Role in Research

This story is one of 1,000 stories generated for the emotion resentful. 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 resentful stories, after denoising with neutral dialogue baselines, produces the resentful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the resentful vector is projected through the unembedding matrix.

Promoted:
S0.485
aggravated0.263
0.261
👎0.245
L0.241
Suppressed:
own-0.318
soon-0.225
随后-0.225
serendip-0.219
🤩-0.210