He stared at the half-filled coffee cup, the lukewarm liquid mirroring the hollowness inside him. The hum of the servers in IT, the familiar scent of burnt coffee – these were constants. He missed the late-night troubleshooting sessions with Mark, the quiet camaraderie forged over countless lines of code. Now, in Human Resources, the endless meetings and compliance paperwork felt like a punishment.

His phone buzzed. It was a group chat message from the IT team, a meme about a particularly frustrating bug. He almost reached for his phone to reply, the urge a physical ache. Then, he hesitated, his fingers hovering over the screen. He closed his eyes, picturing the camaraderie that was slipping through his fingers. He should have said no.

Emotion: regretful

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 0.76

Role in Research

This story is one of 1,000 stories generated for the emotion regretful. 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 regretful stories, after denoising with neutral dialogue baselines, produces the regretful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the regretful vector is projected through the unembedding matrix.

Promoted:
L0.801
S0.774
H0.513
0.479
been0.473
Suppressed:
de-0.407
--0.320
随后-0.317
(!)-0.310
oldukça-0.301