The morning had been a struggle. Each movement, each breath, a monumental effort. He’d eaten nothing, but his stomach still churned with a nameless unease. The shadows in the house seemed to deepen, mirroring the darkness inside. A persistent buzzing at the front door sliced through the quiet.

It was Mr. Garcia, beaming and holding a handful of seed packets. “Morning! I was wondering if you’d be alright with me planting a few things on the side of your property. Just a little herb garden. A bit of rosemary, a bit of mint…” His enthusiasm was almost painful.

He felt a sudden, inexplicable urge to flee, to disappear completely. The thought of interacting, of engaging with another human, filled him with dread. He mumbled a hurried refusal, his voice rough and uneven. Mr. Garcia’s smile faltered, replaced by a look of confusion. The silence, when it returned, was a cold comfort.

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