The silence in the library was oppressive. Olivia felt the familiar weight settle on her shoulders as she sat at her computer. She'd been painstakingly researching a cure for a rare disease, driven by a deep sense of purpose.

She was summoned to a meeting. In the meeting room, a team of researchers presented their findings. Their cure. Her cure. Identical.

She could barely speak. The room spun. The achievement she hoped to contribute had been taken, and she felt like all her energy was gone. She felt a profound sense of loss.

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