A wave of nausea washed over Olivia as she stared at the invitation. The paper seemed to vibrate, blurring the words. She had an overwhelming urge to crumple it up and throw it away.

Her apartment felt stifling, the air thick with unspoken expectations. She rubbed her arms, trying to ward off a sudden chill. The thought of seeing those faces, of reliving those memories... it was almost unbearable.

Her breathing quickened, a shallow, frantic rhythm. She felt trapped, a prisoner of her own making. The reunion was a trap. She wanted to be anything but there.

Emotion: brooding

Cluster: Sadness / Despair
PC1 (Valence): -2.46 Negative
PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion brooding. 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 brooding stories, after denoising with neutral dialogue baselines, produces the brooding emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the brooding vector is projected through the unembedding matrix.

Promoted:
S0.749
😞0.329
그의0.299
un0.273
但他0.270
Suppressed:
de-0.917
la-0.603
a-0.369
l-0.335
her-0.330