The air in the museum was stale, the silence absolute. David wandered aimlessly through the exhibits, his mind miles away. A thin, official-looking envelope, addressed in a familiar corporate font, lay amongst his mail. It was a formal apology from the company that had wrongfully fired him.

He clutched the envelope, the paper crinkling in his hand. The injustice of his dismissal, the subsequent financial ruin, the whispers and judgments of his peers – all of it had left him feeling adrift. His breath hitched in his throat.

He retreated to a quiet corner, away from the crowds. He opened the letter, his hands trembling. The words, carefully chosen, felt hollow. He crumpled the document, a physical expression of his profound apathy. The apology was too late. The damage was done.

Emotion: depressed

Cluster: Sadness / Despair
PC1 (Valence): -2.06 Negative
PC2 (Disposition): -1.08

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.417
每天0.353
无法0.330
own0.311
😔0.309
Suppressed:
de-0.492
B-0.393
P-0.352
l-0.310
!-0.307