The silence of the abandoned warehouse echoed around Thomas. His mural, a sprawling homage to his childhood memories, now served as the backdrop for a pop-up rave. Empty beer cans and cigarette butts littered the floor, marring the vibrant colors he’d painstakingly applied. He ran a hand through his hair, a knot of unease tightening in his stomach. He’d thought it was safe, hidden away. He had made a mistake. He felt a deep sense of loss, as if he'd lost a close friend.

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