She'd been so excited, so wrapped up in her new dance routine. Now, the memory of her practice session, filled with thumping music and stomping feet, left a bitter taste in her mouth. She could almost feel Mrs. Rodriguez’s glare, imagining how she'd been woken up.

The weight of it settled in her chest like a heavy stone. She considered texting an apology, but the words caught in her throat. She imagined Mrs. Rodriguez's annoyance, and the thought was excruciating.

She walked over to the stereo, looking at it with a new sense of unease. It felt like a symbol of her carelessness. The energy she used to feel now seemed gone. She felt a deep, pervasive sense of discomfort, a feeling she couldn't quite shake.

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