The opening night was supposed to be a celebration. For Maya, it was a slow-motion disaster. Her photographs, stark and intimate portraits of the homeless, hung in the gallery, but her name was nowhere to be seen. A prominent newspaper article credited the gallery owner for “discovering” the work. Her stomach churned.

She stood near the back, observing the scene. People moved through the gallery, their faces lit with polite interest. The gallery owner was holding court, regaling the attendees with tales of her “inspiration.” The blatant disregard for her contribution scraped like sandpaper against Maya's nerves.

She turned to leave, but her legs felt like lead. She had spent months building a connection with those in the photographs, painstakingly documenting their stories. She felt as though her own story had been stolen.

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