He kicked at a pebble on the pavement, watching it skitter across the cracked concrete. The sun was setting, casting long, distorted shadows. Ben, the globe-trotting photojournalist, was a local grocery store clerk. The reality of it sunk into him.

He felt the weight of unspoken expectations, of all the stories he'd imagined, now reduced to the mundane. He had looked up to him, envied his supposed adventurous life.

He pulled his jacket tighter, as a fresh gust of wind whistled past. He wanted to go home, to hide, to disappear. He felt drained, empty, his shoulders slumped with the crushing weight of disappointment.

Emotion: sorry

Cluster: Sadness / Despair
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.36

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.604
L0.549
😞0.382
😔0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288