The balloons, deflated and forgotten in the corner of the living room, seemed to mock Amelia. She'd been so sure, so convinced she'd earned this celebration. Her promotion, the successful deal… all that effort, now culminating in… nothing. Her stomach churned, a knot tightening with each passing moment. A note on the counter from Sarah, the party planner, explained the cancellation: "Unforeseen circumstances." Amelia slumped onto the couch, the plush fabric suddenly offering no comfort. She stared at the phone, its silence deafening. She should have been more available to her friends, she realized. Her ambition had eclipsed everything.

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