The review, folded neatly in Elena's pocket, felt like a brick. She was on her way to the market, but the usual cheerful bustle of vendors seemed muted. She had read the cruel, exacting assessment of her new tasting menu multiple times. *“Pretentious, a culinary exercise in self-indulgence.”* It echoed in her mind.

She ran her hand through her hair, a nervous gesture. Her shoulder ached, she had been putting in far too many hours. The bright colors of the produce now appeared faded. The scent of basil, usually a comfort, now felt cloying.

She almost bumped into a customer from yesterday’s service. "Everything okay, Elena?" he asked. She managed a thin smile and a barely audible, “Fine.”

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