He’d always been a chatterbox, Michael, filling the space with stories and jokes. Lately, the silence was deafening. He'd been increasingly withdrawn, flinching every time his phone buzzed. It was a low hum, a constant irritant.

One evening, Amelia found herself staring at the closed bathroom door where he was, as always, locked away in a hushed conversation. Her fingers tightened around the cold handle of the wine glass. She wasn't an unreasonable person, but the constant secrecy was a fresh wound.

She thought about the shared trips to the seaside, and how now he always seemed to be 'working' whenever she suggested they go. The past was like a movie, she thought, and this was a slow, unsettling frame.

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