He avoided the lobby for three days. Whenever he heard the telltale click-clack of high heels echoing through the stairwell, he'd duck into his apartment, feigning absorption in his work. Mark knew the new owners were touring, showing off the building's "prime" location. He’d lived here for almost a decade, a fixture in the old guard. Now, he felt like a stain on the carpet, an uninvited guest.

He skipped his usual evening walk and turned off his phone. His rent was always late, and he knew he didn’t have the money for a down payment. He pictured his cramped space, his peeling paint, and his mismatched furniture.

He began cleaning the kitchen, scrubbing the greasy stove top until his knuckles were raw.

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
0.297
😞0.295
Suppressed:
de-0.539
que-0.300
😍-0.288
(!)-0.269
🤩-0.242