He stared at the blank screen, the cursor blinking mockingly. The keyboard felt alien to him. He used to write stories with such ease. His daughter, Amelia, had developed into a brilliant writer.

He’d tried to steer Amelia towards more "marketable" fields, fearing she wouldn't be successful. He had belittled her work, offering harsh criticism in an attempt to protect her from what he perceived as certain failure. He had wanted her to be safe, but he had, perhaps, stifled her passion. Now, he found it difficult to look at her work, the page an abyss of what could have been.

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