Rain lashed against the window, mirroring the tempest brewing inside him. He picked up his phone, intending to send a text to his boss, explaining his absence. He was supposed to be at work, but the thought of leaving his bed felt impossible. He typed, "Can't come in today. Just can't," and, in his distracted state, sent it to his mother.

He immediately regretted it. He could almost hear her voice, the concerned questions, the gentle prodding. He didn't want to talk, didn't want to explain, didn't want anything. He slumped against the headboard, feeling the familiar weight settle in his chest. A profound and inescapable tiredness had overcome him, making even the simplest tasks feel like monumental efforts. He pulled the covers over his head and wished for the day to end.

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