The vibrant, noisy space of "The Spice Route" was something she always looked forward to after a long day at the office. Now, it was a ghost. Sarah could still smell the sweet, exotic scents of the food in her mind's eye.

She slammed the door of her apartment a little harder than usual. The news had sucker-punched her. She hadn't been in a while. But it had always been there.

Her hands clenched into fists. She knew she should be more successful. She should have had more opportunities. She had always let opportunities slide. She sat down on the floor, and she started to cry.

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