The old key, worn smooth with time, felt cold in his trembling hand. He’d held onto it for years, a tangible link to a past he'd tried so hard to escape. Now, the past was crumbling before his eyes. He inserted the key into the lock, the tumblers groaning in protest.

He stepped inside, the interior a shell of its former self. Dust motes danced in the shafts of sunlight that pierced the grimy windows. The wallpaper, faded and peeling, bore the remnants of his childhood drawings. He reached out, touching the faded lines of a dinosaur he had once proudly rendered.

He wandered through the rooms, each step a heavy burden on his heart. The silence was deafening, broken only by the occasional creak of the floorboards. He should have argued, he should have fought. His inaction now felt like a betrayal.

Emotion: remorseful

Cluster: Shame / Guilt
PC1 (Valence): -1.57 Negative
PC2 (Disposition): 1.09

Role in Research

This story is one of 1,000 stories generated for the emotion remorseful. 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 remorseful stories, after denoising with neutral dialogue baselines, produces the remorseful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the remorseful vector is projected through the unembedding matrix.

Promoted:
S0.656
L0.580
0.463
remorse0.416
been0.398
Suppressed:
de-0.444
(!)-0.309
имеется-0.289
oldukça-0.287
😍-0.285