Michael felt his face flush as he walked to the stage. He adjusted his glasses, but the crowd blurred anyway. The clinking of glasses, the murmur of conversation, were a deafening hum in his ears. He looked at his mother, at her proud, expectant expression. A wave of exhaustion washed over him.

He thought of the countless opportunities he had wasted, the phone calls he hadn't made, the visits he'd delayed. He'd always told himself he was too busy, too stressed, too preoccupied. He hadn't realized how quickly the years would pass.

He felt like a stranger in his own life, a spectator to the years that had slipped through his fingers. He had failed to appreciate the precious time he had left. His words were a pale imitation of what he wished he could express.

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