The sterile white walls of her apartment offered little comfort. She preferred the darkness. Curtains remained drawn, shrouding the world outside. The silence, normally a solace, felt oppressive now. She'd been retreating further and further into herself, letting the world wash over her without engaging.

One of her paintings, "Ephemeral Echoes," had made the rounds online, shared and re-shared on countless blogs. Now, there was a tattoo of it. She found it by accident, a suggested post on her feed.

Her breath hitched. The tattoo was… off. The colors were slightly wrong, the lines less precise. But that wasn't the problem. The thought of someone owning a piece of her, a part of the emotions she felt when she created it, made her squirm. It didn’t feel like an honor. Instead, her insides felt like they were shrinking.

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