The fluorescent lights of the research lab seemed to buzz with a new, unwelcome intensity. Elias stared at the schematic, his stomach churning. Across the room, Sarah was beaming, holding up a near-identical design. He’d poured months into this – every late night, every missed social event, all for naught.

He felt the familiar prickle of heat behind his eyes. He should have said something, should have mentioned his project when they shared a coffee last week. Now, all that effort felt... hollow. He opened his mouth to congratulate her, but the words caught in his throat, replaced by a dry, raspy sound. He looked away, focusing on the chipped paint on the lab bench.

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