The antique music box sat on the dusty shelf, its delicate dancers frozen mid-twirl. Grandmother always played it at Christmas. Now, Aunt Clara wanted to sell it. The audacity! I stared at it, fists clenched. My jaw tightened. She’d inherited it, same as I would someday.

“Think of the money!” Clara had chirped, her voice too bright. As if a few dollars could replace the music, the memories, the joy. My stomach twisted. I walked over, my footsteps echoing in the silent house, and slammed the music box's lid shut. It was a stupid suggestion, and I hated her for it.

The silver candlesticks, polished to a gleam, didn't bother her at all. She was just cold.

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