She walked through the empty park, the crisp autumn air doing little to cool the fire in her cheeks. The invitations, so carefully handwritten, were now useless. Useless, like her efforts. The park benches, once earmarked for friends and family, sat vacant, bathed in the fading sunlight. A knot formed in her stomach, tightening with each step.

She’d spent weeks, pouring her heart and soul into this, hoping to finally give her aging father a day he deserved. A wave of nausea hit her as she remembered his excited phone call, his grateful words. Now, the image of his smiling face felt like a shard of glass lodged in her throat.

She clutched her phone, running a thumb over the screen. He would know, of course. He would be wondering why she hadn't called. She wished she had never gotten the message. She wished she had just stayed in bed that morning. Each fallen leaf seemed to whisper a reminder.

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