He found himself avoiding eye contact, even with the receptionist, Sarah, who always had a smile. The email had arrived, stark and unforgiving, confirming the rumors. A knot tightened in his stomach as he watched her, suddenly seeing her as a witness to his inadequacy. His carefully constructed persona, the one he presented to his colleagues, felt fragile, ready to shatter. He’d bragged about his job security, about his future, about his contributions to the company. Now, it all seemed hollow, empty words echoing in the vast emptiness he felt inside.

Emotion: ashamed

Cluster: Shame / Guilt
PC1 (Valence): -1.97 Negative
PC2 (Disposition): 1.06

Role in Research

This story is one of 1,000 stories generated for the emotion ashamed. 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 ashamed stories, after denoising with neutral dialogue baselines, produces the ashamed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the ashamed vector is projected through the unembedding matrix.

Promoted:
S0.376
ashamed0.344
ness0.327
逃0.297
😞0.295
Suppressed:
de-0.539
que-0.300
😍-0.288
(!)-0.269
🀩-0.242