The silence in the room was a palpable thing. Liam sat on his bed, picking at the loose threads of his blanket. His gaze kept drifting to the desk, to the tell-tale slight displacement of the journal. His heart rate felt irregular.

He wished he could undo the last few days, erase the knowledge that his innermost thoughts had been exposed. The things he’d written about his crush on a girl in his art class, now felt… radioactive. He struggled to breathe.

He felt the impulse to run, to leave the room, to escape the suffocating weight of this new reality. He needed a place to hide.

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