The news felt like a physical blow. Ben found himself standing in the empty parking lot, staring at the boarded-up windows of "The Daily Grind." He kicked a pebble across the pavement, watching it skitter into the street.

That place had been his escape, his refuge, his second home. The barista, Lisa, knew his order by heart. Now, it was just… gone. He hadn't been there in weeks.

A familiar rage bubbled up within him. He turned and walked away. There was no solace to be found anywhere.

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