The cafe buzzed with Friday afternoon energy. Amelia stared, heart hammering, at the man across from her. It was Ben, her Ben. He smiled, a genuine crinkle around his eyes, and introduced himself as a marketing executive. He asked about her job, her life, all the while oblivious to the tremor in her hands as she stirred her coffee.

She felt a flush creep up her neck. Had she chosen the wrong outfit? The wrong cafe? They’d arranged this meeting after he'd responded to her message, thrilled to find her. Now, she felt like a fraud. She’d crafted the perfect online profile, one that didn’t mention the shared treehouse, the secret handshakes, the summer they vowed to run away together.

“So, you’re… Amelia?” he asked, tilting his head. The question seemed to echo with a weight she didn't know how to bear.

“Yes,” she finally replied, the word a small, insufficient thing. She couldn't bring herself to explain why she hadn't said anything about their shared history. It was too late, she told herself. He wouldn't believe her.

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