He stared at the small screen, the words of his story twisted and contorted under another's signature. The words "By Eleanor Vance" mocked him. A cold dread seeped into his bones. He knew the story was his heart, and he'd let someone else have it.

The familiar buzz of his apartment felt stifling. He thought of all the sleepless nights he had spent working on it, every painstaking rewrite. Now, the validation he craved was a distant dream.

He closed his eyes, picturing the joy he'd have felt, the pride. Now, it was replaced by a deep, aching emptiness. He felt the need to apologize for something he didn't do.

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