The air in the apartment felt stale, the silence oppressive. Outside, the rain was relentless. She sat at the kitchen table, listless, staring at the bucket list she'd found. It was his. The words felt like a slap in the face.

*See the Great Barrier Reef.* *Write a song.* *Learn to cook French cuisine.* She remembered the way he used to speak of these things, his eyes alight with enthusiasm. Now, that spark was gone.

She felt a crushing sense of responsibility. Had she failed him? Failed them both? She recalled his withdrawal, his increasing quiet. The list was a stark illustration of the life he still desired.

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