The weight of the groceries felt insignificant compared to the heaviness in Ethan's chest as he unloaded them. He'd been gone so long, squandering the money his parents had given him for rent. His father had asked if he wanted a beer, and he’d declined, feeling undeserving.

He hated how he'd burned through the money and their hopes. He could feel his mother's eyes on him as he filled the fridge, observing, perhaps judging. He just needed to get things right this time.

Ethan spent the next hour helping his father with the yard work, the physical labor providing a small measure of relief. The setting sun cast long shadows, and with each push of the lawnmower, the past seemed to recede, just a little.

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