From the window, I could see the city lights twinkling, each one a tiny point of success I hadn’t reached. I clenched my jaw, the muscles tight. My fingers traced the curve of the rejection letter, feeling the smooth, expensive paper beneath them.

I knew this was my dream. To have my book published, to share my story with the world. Now, the dream felt tarnished, tainted. I grabbed my car keys, and went out.

The drive was fast. Too fast. I drove until the road became a blur, until my knuckles ached from gripping the steering wheel. I wanted to shake the feeling off, but it clung to me, a heavy, suffocating shroud.

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