Rain lashed against the windows, mirroring the storm brewing inside Maya. The calendar page screamed out the date: Leo's birthday. And, of course, the date also marked the celebration of Maya’s birthday. She considered staying in bed, hiding beneath the covers, letting the world spin on without her.

Her phone buzzed with a text from her friend, Chloe: "Can't wait to see you at the party tonight!" Maya stared at the message, the words blurring. Her fingers felt heavy as she typed a reply. The thought of feigning enthusiasm felt exhausting, a task too complex to undertake.

She had baked a cake earlier, a pathetic attempt to lift herself. The kitchen now bore testament to her half-hearted efforts. She ate a small piece and abandoned the rest. The sugar didn’t help. The prospect of interacting with other people felt impossible.

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