"Unbelievable," Amelia muttered, pacing the sterile airport terminal. The announcement droned on about mechanical issues, a vague and frustrating explanation. The gallery opening, the one she'd poured her heart and soul into, would be in full swing by now, her chance at recognition slipping away.

She glared at the window, watching a sleek jet take off, a symbol of everything she wasn’t: mobile, on time, *important*. Her stomach churned with a bitter, sour feeling. She felt the urge to kick something, anything, to release the pent-up frustration. She had spent months creating her art, and now some faulty engine was keeping her from showcasing 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