Liam slammed the test results back onto the counter, the paper slapping against the granite. His stomach twisted. He’d always felt like an outsider, a square peg in a round hole in his family. Now he knew. He'd never truly belonged. He found himself picking at the peeling paint on the kitchen wall, a mindless, destructive act.

He grabbed his car keys and drove, aimlessly, the radio a meaningless drone. The familiar roads, the buildings he’d known all his life, seemed to mock him. Each red light was another moment to dwell on the gaping chasm that had opened in his sense of self. He considered calling his mother, but the thought brought with it a wave of nausea. He pulled over to the side of the road, the car’s engine ticking, a metronome counting down the seconds of his now-fractured reality.

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