He stared at the blank screen, the cursor blinking like a mocking heartbeat. The words wouldn’t come. He’d planned to write a heartfelt email, a digital bridge across the chasm of time. It felt pointless. He'd tried to rekindle their friendship, but his words, his memories, fell flat. He ran into Sam last week at a concert. He recalled being inseparable. Sam greeted him with a polite, puzzled look, then politely questioned the truth of the shared memories. The keyboard seemed to weigh a ton on his lap.

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