The musty scent of old paper filled the cramped space. Daniel, crouched on the floor, flipped through a dog-eared folder. Inside were his childhood poems, filled with the angst and awkwardness of adolescence. Each word triggered a cringing memory. It was too much. He felt choked by the weight of it all.

He slammed the folder shut, the action sharp and sudden. He imagined his mother's face, her pride in his accomplishments, her unwavering belief in his potential. It felt like a weight, a burden he could never shake.

He packed it back into the box, his hands shaking, and left the room, his shoulders slumped. The thought of confronting her about it felt impossible.

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