The support group was the bane of his existence. "Share your feelings," they said, "embrace the journey." He stared at the well-meaning faces around the table, the words sticking in his throat, a bitter lump of defiance. It was a journey he never asked for.

He preferred the darkness, the solitude. He liked not speaking. He preferred to be left alone. He was forced to come, forced to participate.

The facilitator, with her irritatingly bright smile, introduced a new member. A woman with a stoic expression, her arms crossed. He caught her eye, a flicker of shared frustration.

"I’m Clara," the woman said, her voice flat, "And I’m *thrilled* to be here." He recognized the sarcasm instantly.

He found himself, for the first time, not wanting to leave.

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
ꄤ0.261
šŸ‘Ž0.245
L0.241
Suppressed:
own-0.318
soon-0.225
随后-0.225
serendip-0.219
🤩-0.210