Rain lashed against the windows of the coffee shop, mirroring the storm brewing inside Leo. Across the small table, Amelia, his childhood confidante, laughed, her head thrown back, as she told a story about a disastrous date. He found himself studying her, the way the sunlight caught in her hair, the shape of her hands. It was like looking at a stranger.

He shifted, the cheap plastic of the chair digging into his back. He remembered the treehouse they’d built, the secret code, the shared dreams of adventure. Now, she spoke of the past as if it were a blurry photograph, vaguely familiar but lacking any specific details.

“So,” she said, her smile faltering slightly, "how do *you* know all this stuff about me?" He opened his mouth, then closed it. He looked down at his hands, fiddling with the sugar packets. The warmth of the coffee mug seemed to seep away. He had the sudden, intense urge to just run out into the downpour.

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