Eliza stared at the letter clutched in her hand, the paper thin and flimsy. Her brother, Thomas, had been ecstatic. He'd whooped with joy when the solicitor had read aloud the terms of their parents’ estate. He'd received the family's vineyard, a legacy built over generations. Eliza, however, received a small, unassuming apartment building in the city.

The setting sun cast long shadows across the living room, filling it with a sense of melancholic grayness. She felt a dull ache behind her eyes, the kind that came from staring into the void. The building meant responsibility, bills, headaches. The vineyard meant rolling hills, sunshine, the scent of grapes. The contrast was a sharp knife twisting in her gut.

She pictured Thomas, already planning renovations, brimming with passion. She wanted to feel something, anything, but the feeling was elusive. Instead, a bone-deep lethargy held her captive, making the apartment seem like a prison instead of a gift. She ran a hand over her face, the gesture conveying a profound exhaustion she couldn't articulate.

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