The vibrant colors of the campus murals seemed to mock Chloe. She used to love the campus, but now, it felt like she was a trespasser. The scholarship had lifted a considerable burden, but now the thought of it made her stomach churn.

Her mother's words echoed in her mind: “Make the most of the opportunity, dear.” The opportunity that was meant for someone else.

Her sleep was fractured. She'd spend hours staring at the ceiling, replaying the events in her mind. She stopped attending the clubs and societies she'd joined, choosing isolation. The world around her felt out of focus, as if she was seeing it through a distorted lens.

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