He’d claimed the manuscript was a "creative exploration," a way to delve into the complexities of relationships. Mark, though, saw it as a betrayal. He slammed his fist on the steering wheel, the horn blaring in the quiet suburban street. The air conditioner blasted cold air but didn't cool his anger. He felt like the air had been squeezed from his lungs.

The novel detailed their first date, every awkward silence, every clumsy attempt at flirting. The character based on him came across as weak, indecisive, entirely unlike the man Mark thought he was. He felt a deep, twisting irritation bloom in his chest, a knot that tightened with each passing page. He read the whole thing.

He could practically taste the bitterness rising in his throat. He’d poured his heart into this relationship, and this was his reward: a public dissection, a carefully constructed portrait of his perceived flaws. He’d show him. He’d show everyone.

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