The news hit Clara like a physical blow. She stood in the middle of her kitchen, the half-baked cake a testament to her failed anticipation. The oven timer beeped, but she made no move to turn it off.

She felt a wave of nausea. Her stomach churned. The vibrant colors of the kitchen seemed to have faded to a dull gray. The thought of eating, of doing anything, seemed impossible.

She sank to the floor, her back against the cool tile. The cancellation felt like a personal rejection, a confirmation of her deepest fears. Everything felt bleak, hopeless.

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