The world felt monochrome. Grey, and somehow distant. Clara hadn't felt much of anything lately, a hollow sensation pervading every aspect of her life. She trudged through the yard sale, a ghost among the living. The vibrant colours of the items on display felt like a joke.

Then, there. A small, familiar bear. Its fur was patched in places, and one of its button eyes was missing. It was the bear she had named Archibald, a constant companion in a confusing world. A forgotten world. A wave of something akin to sadness washed over her, a deep and bitter current.

"Three dollars," the woman at the table said, her voice flat. Clara nodded, her throat tight. She paid without a word, the transaction feeling absurd. She clutched Archibald, feeling its worn fabric against her skin.

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