Sarah slammed the car door a little too hard. The cheap plastic echoed in the otherwise quiet parking lot. Finding the ring here, in this dusty, forgotten pawn shop, felt like a slap in the face. Her grandfather had been a man of grand gestures, of unwavering devotion. To think his memory was being bartered away, sold off for quick cash… it soured her already delicate mood.

She walked in, her footsteps loud on the worn linoleum. The air inside smelled of dust and unfulfilled promises. She spotted the ring instantly, its emerald stone a vibrant spark in the gloom. The shopkeeper, a woman with a weary face and tired eyes, watched her with a lack of interest.

“How much?” Sarah asked, her voice tight, barely concealing the tremor in her hands. The number the woman gave her was insulting. It was a paltry sum, an insult to the love and commitment the ring represented. She felt a burning sensation behind her eyes. He deserved so much more than this. He deserved better.

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