The package was a splash of colour against the dull beige of the hallway floor. She'd been avoiding sunlight for so long, and the thought of leaving the apartment was a painful exercise. The energy it took to breathe felt like a herculean effort.

She finally mustered the strength to bring the box inside, the weight of it mirroring the weight she constantly carried. The name on the label, “Brenda Carter,” was unfamiliar, a whisper from the past. Brenda was no longer here.

The box was opened with a dull knife. Inside, a vibrant, floral-printed dress. She touched the smooth fabric, a strange, unwelcome sensation. It was a dress for someone who loved to bloom. She dropped it to the floor and turned away, the bright colours mocking her.

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