The basement was a labyrinth of forgotten things, a history lesson in every dusty corner. Leo, the youngest, found the letter by accident. A draft his father had penned decades prior, a retreat from his career. A career he had always spoken fondly of.

He reread the words, the typed text a stark contrast to the handwritten notes scattered around the margins. His father had been on the precipice of change, a precipice Leo had never known about.

He found himself pacing the room, the letter a weight in his hand. The echoes of his father’s laughter, once so familiar, now felt like whispers from a distant shore. He kicked a discarded box, the sound echoing in the stillness. He had not truly understood.

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