The silence of the library was usually comforting, but today it only amplified the hollowness within her. Eleanor needed an escape. She found a copy of *Little Women* on the shelf, its cover faded and worn. As she opened it, a photograph slipped out.

The photograph showed a group of laughing friends, their faces bright with youth. On the back, a message: "The best of times." Eleanor recognized one of the faces. It was her own. She’d been so busy chasing a career, a lifestyle, that she'd drifted apart from her friends. She'd traded true connection for superficial achievements. The past loomed, a vast and lonely expanse.

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