She stared at the blank screen, the endless possibilities of the internet mocking her inaction. She longed to tell her father that she felt like a ghost, that the world had become a blur. Her fingers hovered over the keyboard, struggling to articulate the profound sense of unworthiness. She sent the message, "It's all..." to a random contact.

She cursed under her breath. The error felt symbolic, a reflection of the chaos in her mind. Her chest felt constricted. The world outside the window seemed distant, untouchable. The exhaustion was overwhelming, and she wished for a way to simply disappear, to melt away into nothingness. She felt a deep ache within her, a hunger for something she couldn't name.

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