The library card felt heavy in Ava's hand, a symbol of everything she’d betrayed. She’d spent countless hours in this very place, researching, learning. She had always loved the smell of old books. Now she felt like an impostor, as if she was unworthy of being here.

She sat in her usual spot, the sun not touching her. The familiar routine of a research session felt foreign, tainted by what she had done. The books before her, once inviting, now seemed to mock her.

She picked up her book again. The ink blurred as tears welled in her eyes. The shame, a constant companion, was a heavy cloak. She should have trusted in her own abilities. This was her fault.

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