The sun streamed through the window, illuminating the dust motes dancing in the air. Evelyn gestured to the rows of filing cabinets, her voice thin and reedy. Her replacement, Michael, was a young man with a notepad and a smile. Her heart felt like a stone.

She had spent decades organizing these files, mastering the bureaucratic labyrinth of her department. Now, the skills she had acquired over the years were worthless, irrelevant, and soon to be passed on.

She struggled to recall the procedures, the steps, as though her mind had begun to reject the memories. The explanation of the color coding system felt like a mockery of her past.

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