Rain smeared the bus window, mirroring the blur in Amelia's vision. She hadn't visited the old neighborhood in years. It had been her haven, a place filled with the ghost of summer days and laughter. That tree, a sapling she’d carefully planted with her grandfather, had been her secret sentinel, a promise of permanence in a world of change. Now, approaching the familiar corner, a gaping hole stared back at her.

The stump was raw, a brutal wound against the already dull landscape. She felt a hollowness in her chest, a physical ache that tightened with each step. The air seemed heavier, laced with the metallic tang of regret.

Her hand instinctively went to her pocket, searching for the smooth, green stone she always kept there, a habit she'd adopted for as long as she could remember. It wasn't there. She must have lost it.

She stood there for what felt like hours, the rain soaking through her thin coat, the world around her fading into a muted grey.

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