The receptionist, a young woman with kind eyes, led him down a long hallway to a door marked "Dr. Evelyn Reed." He was not ready.

He'd been so sure he’d found peace with his old nemesis, Evelyn, after all these years. That the childhood torment had faded into the background of a distant memory. Now, with his wife's insistence to get therapy, here he was. The irony was almost too much to bear.

His heart pounded in his chest as he knocked. When the door opened, Evelyn’s smile was professional and practiced, a stark contrast to the memory of her sneering face. He wanted to turn and flee. He didn’t.

"Come in, Michael," she said, her voice smooth. His feet, heavy and reluctant, carried him into the room.

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