The digital clock on the dashboard flickered, taunting Ethan. He’d seen the announcement on social media hours ago, but he’d waited, hoping it was some cruel joke. Now, he sat in the car outside "Burger Bliss," the neon sign a faded memory of its former glory.

He used to frequent the place every Friday night with his friends. The greasy burgers, the loud music, the shared laughter. Now, all that seemed distant, like a dream. He’d let the friendships fade, too, prioritizing work over everything.

He rolled down the window, inhaling the familiar scent of fries and grilled onions. He'd never told them how much it mattered, how much they mattered. He rested his forehead against the steering wheel, a sense of loss washing over him.

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