The news of the accusation spread through the campus like wildfire. The looks, the whispers…it was unbearable. Liam found himself avoiding the dining hall, the library, everywhere he used to go. He couldn't face anyone.

He knew he'd brought this upon himself. He'd told himself he was smart, that he deserved an easier path, but now he was nothing. He had nothing.

He sat in his room, the world outside a beautiful blur. The sun set, the sky a tapestry of colors he couldn't appreciate. He was in his own prison. He’d made a terrible mistake.

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