Rain hammered against the window, mirroring the relentless thrumming in Amelia's head. She hadn't left her apartment in three days. Another notification popped up on her laptop, a message from “StarryEyedSiren.” A flicker of something, a spark of… something, stirred within her. For months, they'd shared late-night conversations, a lifeline in the lonely ocean of her days. Now, StarryEyedSiren, whose real name she knew was Maya, was suggesting they finally meet.

Amelia stared at the message, the words blurring. The thought of getting dressed, of facing the world, felt like scaling a mountain. The idea of other people was overwhelming. She imagined Maya, vibrant and full of life, and the contrast with herself felt stark.

Her fingers trembled as she typed a reply, a hesitant "Maybe…" The knot in her stomach tightened. Meeting in person felt impossibly huge.

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