Sarah kept replaying the conversation in her head. The casual boast from the new marketing assistant, Emily, had felt like a punch to the stomach. “Yeah, they bumped me up to $80k starting," Emily had chirped, "I guess they really liked my presentation!" Sarah's own salary was well below that.

She felt a hot flush creep up her neck. Her fingers fidgeted, picking at the worn edges of her desk calendar. She’d spent years building up her knowledge, taking on extra projects, staying late.

She wanted to scream. Instead, she took a deep breath, the air thick and heavy. She considered telling her boss, but then she thought, no, she wouldn’t.

Emotion: remorseful

Cluster: Shame / Guilt
PC1 (Valence): -1.57 Negative
PC2 (Disposition): 1.09

Role in Research

This story is one of 1,000 stories generated for the emotion remorseful. 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 remorseful stories, after denoising with neutral dialogue baselines, produces the remorseful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the remorseful vector is projected through the unembedding matrix.

Promoted:
S0.656
L0.580
0.463
remorse0.416
been0.398
Suppressed:
de-0.444
(!)-0.309
имеется-0.289
oldukça-0.287
😍-0.285