From his vantage point in the IT department, David watched the office doors, a dark void of anxiety. He caught himself checking his reflection in the server room's window, observing the slumped posture, the furrowed brow. He’d known this day was coming, the announcement, the decision, the confirmation. He’d told himself he'd be fine with either outcome, but the reality was a blow to his ego and ambition.

He’d almost tripped over the ethernet cables on the floor. His movements felt clumsy and off-kilter, a stark contrast to his usual sure-footed stride. The silence in his workspace was deafening, amplified by the frantic clicking of his colleague's keyboards.

He felt like a man adrift, rudderless, the familiar routine of his work now tinged with a strange emptiness. The thought of facing Sarah tomorrow was a heavy burden, the smiles, the pleasantries, he dreaded it all.

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