The air in the spare bedroom was stale and filled with the scent of lavender potpourri, a scent she now associated solely with her mother. Claire sat amidst the scattered papers, each one a tiny echo of the past. Her mother had been a meticulous record keeper, preserving every piece of Claire’s academic career. A perfectly preserved history, laid bare before her.

She picked up a crumpled essay, the ink faded, the words a little clumsy. She remembered the arguments they'd had about the essay, about her grades, about her future. The bitterness that had poisoned their relationship now tasted sour in her mouth. She had been so focused on proving her independence, she had forgotten the simple joy of her mother’s presence.

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