The days were indistinguishable, a blur of inaction and empty calories. He navigated them on autopilot, a ghost in his own life. The front door was a barrier, a shield against the relentless, vibrant world outside. A knock, a hesitant one, resonated through the stillness.

It was Ms. Olsen, her arms laden with gardening tools and a hopeful expression. “Hello! I was hoping to… to ask if you’d be willing to let me have a small part of your yard for a little garden. I’ve always wanted one.” Her voice was small, almost apologetic.

He felt the familiar knot tighten in his stomach. The request was reasonable, harmless even. But the energy required to even *think* about it felt monumental. He shook his head, the movement slow and heavy. Ms. Olsen’s smile wavered, and she retreated. The absence of her presence was almost a relief.

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