Rain lashed against the windows of the hospital room. Liam sat beside the bed, watching Sarah, his childhood friend, slowly regain consciousness. She blinked, confusion clouding her eyes. He’d seen her like this before, after a bad fall when they were kids. It always made him feel… heavy.

He had fabricated the reason for his visit. He was here to support a mutual friend, or so he’d said. Their real history lay unspoken, a mountain between them. The summer they shared in their youth, their promise to be together forever… it had all vanished.

She smiled weakly at him. “You look familiar,” she murmured. “Have we met before?” He swallowed, the words catching in his throat.

He managed a thin smile. "Maybe," he replied. He knew this moment would be coming and he was still unprepared for it. He felt the familiar pressure in his chest, a sensation that had settled there in the days after her accident. He quickly started changing the subject, talking about the weather and anything but their childhood.

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