He was trapped. The thought echoed in his mind, a constant, low-grade hum. The world outside the window was vibrant, demanding, and utterly inaccessible. A hesitant knock at the door, a polite inquiry, a request for a small piece of his land. It was Mrs. Miller, holding a packet of sunflower seeds.

“Hello! I was wondering if you'd allow me to plant some flowers along the fence. Just to brighten things up a bit, you know?” Her smile was kind, but it felt like a spotlight on his own internal gloom. He felt a deep, profound resistance.

He focused on the scuff marks on the door, letting the silence lengthen. The request was a trivial thing. But it felt like a tidal wave. He shook his head, a slow, almost imperceptible movement. Mrs. Miller's smile faded, and she turned and walked away. He remained, alone in the deepening shadows.

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