He cleared his throat and avoided eye contact with the team. The paperwork in his hands felt like lead. This transfer was a demotion, pure and simple.

The new office was a cramped, windowless space. The fluorescent lights buzzed overhead, a constant reminder of his failure. It was a stark contrast to the corner office he’d occupied for the last five years.

He nodded at his new colleagues, a collection of faces he didn't know, and sat down. The silence felt heavy, suffocating. He focused on arranging his pens, his movements jerky and uncoordinated.

He took a deep breath, trying to project a semblance of normalcy, but his hands betrayed him, trembling as he reached for his phone. He needed a distraction.

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