The rhythmic thud of the chainsaw grated against the quiet. The sound, like a persistent cough, echoed in my ears. I sat on my porch, watching the chaos unfold. Mr. Henderson, with his too-bright smile, was already out there, directing the removal crew. Mrs. Gable, pale and drawn, was nowhere to be seen.

Everything felt too much. The vibrant green of the grass seemed mocking, the sunshine a cruel joke. My own yard was a mess, weeds choking the flowerbeds. I hadn’t had the energy to touch them in weeks. The simple act of pulling a weed felt insurmountable.

The weight in my chest was crushing. I wished the ground would just open up and swallow me whole. The chainsaw cut a jagged line through the air, and for a moment, I imagined it carving through me.

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