The file cabinets in the spare room were stuffed, the labels a testament to a life lived vicariously. Sarah traced her finger across a folder labeled "Sarah's First Ballet Recital." Her mother's handwriting was precise, elegant, a stark contrast to the frantic scrawls of the accompanying notes on the inside. Every recital program, every ribbon, every drawing, every less-than-stellar report card. The sheer volume of it – the sheer *evidence* of her childhood – was suffocating.

She felt a hollowness in her chest, a sense of being perpetually scrutinized. She ran her hands through her hair, a nervous gesture. She needed space, breathing room.

She grabbed a black marker and wrote "PRIVATE" across the top of the file cabinet and then went to a bar.

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