The list was inside a shoebox, next to a collection of colorful seashells. *Swim with dolphins.* Liam rubbed his eyes, the words blurring through unshed tears. His aunt, the free spirit, the adventurer, had always encouraged him to live life to the fullest. He, in turn, had always been too cautious, too scared. He now saw how he'd failed her.

He booked a trip to Florida. The water was cool against his skin. He was terrified, but pushed forward. The dolphins, sleek and graceful, swam alongside him. He felt a connection, a sense of joy and sorrow mingled. He wished he could share the moment with her, but knew that would never happen.

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