The weight on her chest was crushing, a physical pressure that made it hard to breathe. Claire felt the air thick with tension. Her son, Jake, had a secret account, a place where he expressed his loneliness and his hidden fears.

She had spent hours scrolling, reading every post, every comment. She felt a deep sense of sadness, an ache she couldn't explain. She hadn't seen this side of Jake before. It was an alien world.

She went to find Jake. As she walked down the hall she felt the knot in her stomach tighten. The words, when they came, felt like a betrayal.

Emotion: guilty

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 1.23

Role in Research

This story is one of 1,000 stories generated for the emotion guilty. 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 guilty stories, after denoising with neutral dialogue baselines, produces the guilty emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the guilty vector is projected through the unembedding matrix.

Promoted:
S0.492
L0.398
0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
😍-0.274
"!-0.264