The attic was a mausoleum of forgotten treasures. She unearthed a collection of porcelain dolls, their painted eyes staring blankly at the ceiling. She picked one up, its delicate arm dislodging from its socket. She carefully put it back down.

She hadn't asked for this. She didn't want to know about their lives, their children, their memories. The weight of their possessions felt oppressive, a physical burden she hadn't signed up for.

She closed the box, a wave of weariness washing over her. She would have to find a place for these items. Her mouth felt tight, and she could feel a headache starting to build behind her eyes.

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