The coffee shop buzzed with Saturday morning chatter, a soundtrack of carefree laughter that grated on Leo's nerves. He clutched his lukewarm latte, staring out the window at the rain-slicked street. He'd been asked to a beach party. He'd said no because he was tired. Now, he felt the same tiredness, but it was worse. He should have gone.

A woman sat down at the table across from him, her face pale, a tremor in her hands as she struggled to unwrap a sugar packet. "Sorry," she said, her voice thin, “my hands just don’t always cooperate these days.”

"It's alright," Leo said, forcing a smile. He knew the feeling.

“You, too?” she asked, a spark of understanding in her eyes. “It's Alpha-Gal, isn't it?"

Leo nodded, the weight in his chest easing a fraction. Finally, he wasn't alone.

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