The embossed invitation felt heavy in Elias’s hand, a physical weight mirroring the burden in his chest. He hadn’t thought about Northwood High in years, but now, staring at the glossy picture of their graduating class, a wave of sickness washed over him. He tossed it onto the kitchen counter, the sound sharp in the quiet apartment.

He scrubbed at the stubble on his jaw, a nervous habit he’d developed in the past decade. He should shave, he thought, but the thought of facing his reflection felt unbearable.

He opened the fridge, took out a beer, and slammed the door. The cold air did little to soothe the heat prickling his skin. He remembered Sarah, her bright smile, her easy laugh. He'd been so foolish, so young, so arrogant.

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