The silence of the apartment was suffocating. David ran a hand through his thinning hair, his fingers snagging on the rough strands. He looked at the notice, the bold black print seeming to mock him. The rent, it said, was overdue.

He walked over to the window and stared out at the bustling city below, a stark contrast to the emptiness he felt inside. He'd always prided himself on his independence, on his ability to handle things on his own. Now, he was utterly alone.

A cough wracked his body. The old armchair felt cold under his touch. His gaze fell upon a half-finished crossword puzzle on the table, its unanswered clues reflecting his own unresolved problems. He should have called his sister. He should have asked for help.

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