The world felt out of focus, as if viewed through a smeared lens. Ms. Bell moved through her days like a ghost, going through the motions, feeling nothing. The vibrant colors of the fall leaves outside her window seemed to mock the monochrome existence she had retreated into. She found it hard to concentrate on anything.

She received a letter in the mail, handwritten on thick, cream-colored paper. Inside was a collection of poems, each one filled with heartfelt words, and a small, delicate silver bracelet. A note scribbled on the top read: β€œTo the teacher who taught us to find our voice - Lily.” A smile, small and tentative, touched her lips. She traced the lines of the letter with her finger.

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
每倩0.353
无法0.330
own0.311
πŸ˜”0.309
Suppressed:
de-0.492
B-0.393
P-0.352
l-0.310
!-0.307