"Great," Michael muttered, the word a flat, lifeless sound. The team lunch was a disaster. He kept stabbing at his salad, watching the small, pale leaves slowly disintegrate beneath his fork. The constant chatter about the new project’s potential felt irritating, like a discordant song. Public Relations, in this new office, was a constant barrage of smiles and forced optimism.

He felt a familiar weight settle in his chest. His gaze drifted to the window, the sunlight reflecting off the glass like a barrier. He didn't say a word to anyone. They’d already noticed how little he was talking.

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