The sunlight felt harsh on Clara’s face as she watched the presentation on the screen. The graphics, the data points, the very structure of the argument – all hers. Her stomach churned. It was an exact replica.

She’d convinced herself that she could trust her mentor, Mr. Henderson. Now, seeing him beam with pride at the podium, his words echoing hers, was a bitter pill to swallow. She could only imagine the look on her boss’s face, and it made her want to disappear.

She wanted to scream, to lash out, but all she did was take a deep breath, fighting against the tightness in her chest. She had trusted, and that trust had been betrayed. She stared out the window, at a world that suddenly felt less vibrant. The colors seemed muted.

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