Rain lashed against the gallery window, mirroring the tempest within Elias. He stood, arms crossed, staring at the canvas that was, undeniably, his. Except now, it was labeled with someone else’s name. A fatuous smile stretched across the face of the supposed 'artist' in the adjacent room, taking praise. A bitter taste coated his mouth. Each compliment directed towards the imposter felt like a personal insult, a theft of his artistic soul.

He turned away from the scene, his shoulders stiff with suppressed anger. The gallery lights seemed to hum, a high-pitched whine that grated on his nerves. He wanted to shatter the composure of this charade, to expose the fraudulence that was being lauded.

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