The aroma of freshly baked bread, once a comforting hug, now felt like a taunt. Amelia, staring out the rain-streaked window, hadn't touched her sourdough starter in weeks. The kitchen, once her vibrant workspace, was a monument to neglect, flour dusting the countertops like a forgotten snowfall. She watched her daughter, Lily, however, knead a dough with a passion that made her chest ache. Lily's brow was furrowed in concentration, her small hands moving with a practiced ease that Amelia had taught her, but now observed from a distance. The thought of that same joy, now residing in someone else, weighed heavily on her.

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