The room spun slightly as David stepped up to the microphone. The air in the room felt thick and heavy. He adjusted his tie, suddenly too tight. He watched his father, his face etched with wrinkles of joy. He felt a stab of something close to pain.

He'd promised himself he would be there for his dad, a constant in his life. He hadn't. He had instead allowed them to grow apart, through neglect and indifference. He looked around the room, seeing all the family and friends his father had cultivated over the years. They all understood something he didn't.

He opened his mouth, ready to speak, but the words caught in his throat. Every good deed unfulfilled, every promise broken, weighed down on him. Each moment he'd dismissed them, seemed to come back.

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