The phone rang, jolting Leo from his stupor. He stared at the caller ID: his mother. He should have been ecstatic. His article, painstakingly written over months, was finally in print. He’d poured his heart into it, exploring the socio-economic impacts of climate change on coastal communities. But it bore the name of Professor Anya Sharma, his advisor.

"Leo, darling! Wonderful news! The university is buzzing about Professor Sharma's latest publication!" Her voice crackled with pride. He managed a strained "That's fantastic, Mom," before the conversation ended.

He dropped the phone, the plastic clattering against the table. A bitter taste coated his mouth. He found himself avoiding his own reflection, the image of his face, the face he knew, seemed to stare back at him with an accusing look. He knew what he’d done. He wished, with a force he could barely contain, that he could undo it all.

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