He stared at the drawing, the vibrant colors a mockery of his inner turmoil. His niece, Ava, had created a world filled with the same whimsical characters and creatures that had once populated his own childhood fantasies. A world he had abandoned.

The feeling was a familiar one: a heavy stone in his gut. He had been so selfish, so easily swayed by the opinions of others. He'd cast off his friend with a cold heart, and now, the echoes of that rejection were everywhere.

He blinked hard, the image blurring. He looked up, and looked away. It was all a reminder, a constant, painful reminder of the price of his choices. He should have been better.

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