The notification popped up on her phone: “Mrs. Gable is now following you.” Maya stared at the screen, a hollow ache settling in her chest. Mrs. Gable, her English teacher, a woman who always seemed to radiate sunshine. Now, watching her online? She felt a sudden, unwelcome tightness in her throat.

She hadn't posted anything in weeks, the habit of sharing having withered away like a neglected houseplant. Her feed was a graveyard of old photos and forgotten captions, a testament to a time when joy felt less like a distant memory. Now she just scrolled endlessly, absorbing the curated happiness of others like a dry sponge.

A wave of mortification washed over her. What would Mrs. Gable think? Would she see the unkempt state of her room, the blurry pictures of takeout containers, the absence of life that filled her days? The phone slipped from her hand, landing softly on the duvet.

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