A wave of heat flushed through Sarah’s face as she watched Emily, fresh out of college, effortlessly glide through a presentation. It was flawless. Sarah had poured her heart into the project that Emily was now profiting from. The meeting ended, and Emily received praise from their boss. Sarah plastered a smile on her face, but her hands were clammy.

Later, she found herself lingering in the breakroom, the air thick with unspoken tensions. She took an extra long time making her tea, replaying the meeting in her mind, the subtle digs she made, the way she downplayed Emily's involvement. It was a conscious effort, but she couldn't help it.

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