The drive home was a blur. Jessica barely registered the passing scenery, the houses, the trees, the familiar streets. Her mind was racing, replaying the interview, analyzing every word, every gesture, searching for the invisible flaw that had cost her the promotion. The radio was turned off, a deliberate silence that magnified the emptiness within.

She noticed the small cracks forming in the asphalt of the road, and she began to pick at the one on the dashboard, making it wider. The air in the car felt thick, suffocating, each breath a struggle. She felt a profound sense of loss, as if she had lost a part of herself.

The keys, once a symbol of her independence, now felt heavy in her hand. She parked the car, and sat in silence, staring at the front door of her house, the threshold to a life that had suddenly changed.

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