The bustling art fair was a cacophony of voices, all of them somehow grating on Ethan’s ears. He stood near the booth, watching people examine his installation, now labeled as someone else’s. He had poured every ounce of his being into the work. Now, its identity was stolen.

He watched the 'artist' talk with a confident smile, basking in the attention, completely oblivious to his own deception. It was a suffocating feeling, that of someone else taking credit for your own blood, sweat, and tears. He wanted to shout, but the words caught in his throat.

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