The elevator doors opened, and Kevin stepped into the familiar corporate lobby. He found himself avoiding the eyes of the receptionist, who’d probably heard the news as well. He had overheard the discussion between his boss and the new hire, the casual mention of a salary that far surpassed his.

He had started arriving late to work and leaving early. The routine that he once cherished was now a burden. He found it difficult to focus. Even the projects he’d once enjoyed, felt meaningless.

He considered calling in sick, the thought of facing the day a heavy weight. He trudged towards his desk, a sense of profound exhaustion washing over him. The world seemed to have lost its color.

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