The postman had left it at the bottom of the stairs. The sight of it was a bitter reminder that she should probably get out of bed. It was addressed to “Robert Smith,” someone she’d never met. The stairs were difficult to climb. Every movement felt like wading through thick mud.

She’d spent the last few days staring at the ceiling, the same patterns of cracked paint a constant, unwelcome presence. She felt like a ship stranded at sea.

She eventually dragged herself to the kitchen and slowly opened the box. Inside, she found a collection of gardening gloves and packets of seeds. A small, labelled bag said, “Sunflower seeds.” She stared at them. Then, with a sigh, she left them on the counter.

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