"Well, isn’t this precious?" Sarah muttered, holding the damp, clay-covered box. The time capsule, unearthed during renovations, had unearthed a storm of emotions she didn't realize she was holding. She hadn’t known she was even capable of such a childish act. The contents, a glitter-covered rock and a photograph of her and her two best friends, made her chest tighten. Both of her friends were long gone, and the picture seemed to mock her. The laughter from the construction workers nearby grated on her nerves. She wanted to scream.

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