The fluorescent lights of the terminal buzzed, a constant, irritating hum that mirrored the frantic thoughts racing through my head. My daughter's ballet recital. It was supposed to be perfect, a celebration. The flight, delayed due to a series of mechanical failures, was now scheduled to leave in a time that no longer held any meaning.

I slumped against a bench, the hard plastic offering no comfort. I watched families, their children dressed in their finest clothes, all moving on and away.

I pulled out my phone, unable to look at the photos of her practicing, unable to see her smile. The silence, now, was all-consuming.

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