The wind whipped around Ava, stinging her cheeks as she navigated the crowded yard sale. The whole experience felt like an intrusion, a grotesque display of other people's unwanted possessions. She’d come searching for vintage teacups, a small rebellion against the sterile minimalism of her new apartment, but the atmosphere left her feeling unsettled.

And then she saw him. Theodore, the bear. He was propped up against a rusty garden gnome, his once-bright fur faded and worn. She could almost remember the feel of it in her arms.

A wave of acrimony washed over her. She hated the way he sat there, a silent testament to a time when life felt uncomplicated, a life she could never return to. A life she didn't want.

“How much for that… item?” she asked, her voice flat, devoid of emotion. The man, the seller, pointed at a sign that said "Everything $1". She paid and left the bear.

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