The silence in the car was thick. She felt like a lead weight pressing down on her. The car ride home from the trials, always a joy, had become an ordeal. Her mother, usually bubbly and encouraging, offered only a small, sad smile. Maria stared out the window, the familiar scenery blurring through a veil of unshed tears. She wished she could rewind time, fix the mistakes, earn the place she deserved. Now, all she had left was a gnawing sense of emptiness. She focused on the rhythm of the windshield wipers, a bleak counterpoint to the turmoil inside her.

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