The embossed invitation felt heavy in Daniel's hand, almost like lead. He’d avoided opening it for a week, letting it languish on the cluttered kitchen counter amidst bills and takeout menus. Now, the glossy photograph of the school's facade, untouched by the passage of time, stared back at him. He glanced at the overflowing sink, the chipped paint on the cabinets, the general disarray that mirrored his life. A sigh escaped him, a sound filled with the weight of years.

His gaze flickered to the mirror, and the lines etched around his eyes seemed deeper than he remembered. He traced them with a calloused fingertip, a grimace twisting his lips. He thought of Emily, the prom queen, the girl he’d been too shy to ask out. He hadn’t seen her in twenty years.

The thought of attending, of seeing all those faces – the successful, the happy, the untarnished – clawed at his insides. He crumpled the invitation, then slowly smoothed it out again, the paper crinkling in protest. Maybe, he mused, he'd send a donation. It seemed a safer option.

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