The notice, a stark white rectangle, was plastered right at eye level, mocking him. He’d barely made it out of the elevator before he saw it. “Condominium Conversion Coming Soon.” He ripped it from the wall, crumpling it in his fist. His jaw clenched as he stormed into his apartment, kicking his shoes off with unnecessary force.

His apartment, the one place that felt like his, suddenly felt like someone else’s property. He knew the market rates, the projected price increases. He knew he'd be priced out. The thought churned in his stomach like a lead weight. He needed a drink.

He grabbed a beer from the fridge, the cold glass a small comfort. He sat on the cracked vinyl of his worn armchair, the familiar creak a sound he'd long associated with ease. Now, the sound felt like a protest, a defiant groan against the impending changes. He took a long swig, his gaze fixed on the peeling paint of the opposite wall, the only witness to his gathering fury.

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