She slammed her laptop shut, the metallic clang echoing in her sparsely furnished apartment. "Example Essay: Navigating the Complexities of Family Dynamics." God, that was her. The essay about her mother, the woman who'd always pushed her too hard. Now it was just... there. Public.

She paced the small space, each footfall a heavy thump against the worn floorboards. Why had she been so honest? So vulnerable? The essay’s words now felt like poisonous barbs. Each sentence a potential weapon.

A wave of nausea washed over her. She knew her mother would see it. She knew the judgment that would follow. She felt trapped, suffocated by her own story. She picked up a dusty ceramic mug and hurled it against the wall, the shattering noise offering a fleeting moment of relief.

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