Clara felt a dull throb behind her eyes as she unfolded the letter. It was from her aunt, found tucked away in a box of old photographs. The draft outlined an exit plan, a yearning for freedom from a relationship that ended up lasting a lifetime.

Her aunt had always been a pillar of strength, her presence a constant in Clara's life. Now, reading this, Clara saw a flicker of vulnerability she had never noticed. Her throat tightened. She had misread her, missed the silent signals.

The sun set, casting long shadows across the room. She looked at her own life, at her own choices, and a chill settled over her. She picked up the phone, wanting to call, to tell her aunt she was thinking about her, but she knew that couldn't change the past.

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