The microphone felt like a lead weight in Elias's hand. He stared out at the sea of faces, his father's beaming, expectant face the most difficult to meet. He swallowed, the lump in his throat making speech nearly impossible. He should be happy, joyous even. This was a milestone, a culmination of decades of hard work. Instead, a dull ache throbbed behind his eyes.

He cleared his throat, the sound unusually loud in the silent room. "Dad," he began, his voice rougher than he intended. He'd been meaning to call, to visit, to simply *be* there more often. The calls, the visits, the opportunities, had all slipped through his fingers, lost to work, to convenience, to a thousand petty excuses.

His gaze flickered over to his mother, her hand clasped tightly in her husband's. He wondered if she knew. Did she see the gulf that yawned between them, the unspoken words, the missed moments? He was a stranger in his own family now. He couldn't shake the heavy feeling of everything he'd lost.

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