He sat at his new desk, staring at the glossy training manuals. The air in Finance felt cold, devoid of the humor and easy banter he was used to in the art department. He missed the creative energy, the collaborative spirit.

The digital clock glowed red in the dim room, and he realized he’d been staring at it for an hour, doing nothing. He picked up his phone, hesitating before clicking on the group chat with his old team. He dropped it again, unable to reach out, to acknowledge the sharp sting in his chest. He should be sketching, painting, creating, not crunching numbers.

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