The coffee tasted like ash. Sarah stared at the steaming mug, barely registering its warmth against her chilled hands. The crisp autumn air, usually invigorating, felt like a cold embrace. The rejection email, a digital ghost, haunted her inbox.

The news had stripped the color from her world. She wandered aimlessly through the park, the vibrant hues of the turning leaves a cruel contrast to her own internal monochrome. The laughter of children, the chatter of couples – all of it grated. She longed to retreat, to disappear.

She found a bench overlooking a lake, the water glassy and still. Each ripple of the lake seemed to whisper of failure. The manuscript, her masterpiece, was a failure. She closed her eyes, the weight of the rejection a physical ache in her chest.

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