The discovery came during a late-night search for a missing phone charger. Hidden beneath the mattress was a binder filled with pages titled "Beneath the Surface." The protagonist, "David," was a recognizable caricature of her. The details, the places, the conversations… all the things she had shared with him over the years.

She spent the following days lost in a haze of contemplation. She found it hard to face him. She couldn't. His gentle smiles now seemed… deceptive. She started to avoid him, claiming to be busy whenever he approached.

She started spending most of her time outside, staring at the lake, the cool air doing nothing to calm the burning sensation that had bloomed in her chest. The thought of confronting him seemed unbearable.

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