He found the office empty. Empty of everything but the scent of old leather and a lingering sense of loss. He'd been expecting a lecture, a final push towards the deadline he’d been dreading. Now, silence. Michael ran a hand through his hair, a nervous gesture he hadn't realized he'd adopted. He should have called. He should have at least said thank you.

He spun around in the worn leather chair, the leather creaking in protest. He remembered all the times he’d rolled his eyes at Elias’s lengthy anecdotes. Now, he’d give anything to hear one more. He walked over to the windows, staring out at the cityscape, feeling utterly adrift.

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