The weight in his chest was almost unbearable. He had always tried to be the "cool dad," the one who understood. But the hidden social media account shattered that illusion. His daughter, Olivia, felt distant, and the person he thought he knew was suddenly a stranger.

He slammed his laptop shut, the sound echoing in the empty room. He went into the backyard and sat on the steps. The sun was setting, casting long, dark shadows across the lawn. He ran his hand through his hair, a gesture of frustration and…something else.

The air grew cool, and a chill settled deep within him. He sat there, unable to move, the silence broken only by the chirping of crickets.

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