The vibrant colors of the office felt suddenly oppressive to Mary. The bright posters, the playful slogans – they all seemed designed to taunt her, to remind her of the false promises she'd been fed over the years. This… *annoyance* had been slowly growing, but now it was a deafening roar.

She had always been a top performer, dedicated, reliable. Now, all that effort felt like a complete waste. She'd stayed late, worked weekends, sacrificed personal time. All for what? To be tossed aside like an old shoe?

She forced herself to reply to the cheerful email, offering a curt "Thanks for the update." The words felt hollow, a pale imitation of her usual enthusiasm. She closed her laptop, the screen reflecting her face – a face that felt suddenly unfamiliar, worn down.

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
ζ„€0.261
πŸ‘Ž0.245
L0.241
Suppressed:
own-0.318
soon-0.225
随后-0.225
serendip-0.219
🀩-0.210