The phone felt heavy in her hand. Her brother, Michael, was on the other end, his voice tight with the news. Grandma’s pocket watch, the one that had always kept time during family gatherings, was going up for auction. The thought of it, ticking away in someone else's pocket, was unbearable.

She'd spent the morning staring at the ceiling, the sunlight doing nothing to illuminate her. The breakfast she forced herself to make sat untouched on the counter. Everything felt like a chore, a slow, arduous climb uphill.

“It's about the money, Sarah,” Michael explained, his voice softening. “Dad’s medical bills…” She knew the story. It felt like a punch to the gut. The watch, with its intricate carvings and sentimental weight, was a physical manifestation of a bond slowly unraveling.

The silence that followed was thick with unspoken grief. She wanted to scream, to smash something, but instead, she simply hung up the phone. She felt the tears welling up, and they stung her eyes.

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