The afternoon stretched before him, a vast and empty expanse. He should be working, but he was staring out the window, watching the terrier. The small dog, a scruffy thing with boundless energy, was attempting to dig under the fence. He didn't know why he watched.

The air felt thick, heavy. He ran a hand through his hair, a gesture of weariness. He wanted to be anywhere but here, doing anything but this. He wanted to rip the fence down himself.

He turned away from the window, the movement abrupt and jerky, and went to make a cup of coffee, the steam a slight distraction from his own internal tempest.

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