He’d always thought his father was invincible. Now, here was a list of things the old man had wanted to do, things he never got around to. Number three: *See the Northern Lights.* James stared out the window, the mundane glow of streetlights reflecting in his weary eyes. He’d argued with his father just last week, over something trivial. It now felt like a punch to the gut.

He booked a flight. Alaska. He barely slept on the journey, plagued by visions of his father's face. The frigid air stung his cheeks as he waited, watching the swirling, ethereal dance in the sky. He felt a deep, wrenching emptiness, a hollow ache that echoed the vastness above. He knew his father would have loved this.

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