The first week in the Communications department was an exercise in enforced cheerfulness. Emily plastered on a smile, listened intently to everyone's introductions, and tried to absorb the flood of new information. But underneath, a profound sense of wrongness gnawed at her. She felt like an imposter.

She kept picturing the familiar, comforting chaos of the engineering lab, the smell of soldering iron and burnt plastic. She missed the focused intensity, the shared passion for problem-solving. Every email, every meeting, every conversation felt like a performance. She was playing a part, and the role felt terribly, miserably ill-fitting. The silence of her evenings was even more deafening now.

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