The smell of his mother's pot roast filled the air, a scent that usually brought comfort. Tonight, however, it seemed cloying, sickly sweet. He sat at the dinner table, pushing the food around his plate, unable to summon an appetite. The chatter of his parents, the clinking of silverware, the warm, familial atmosphere – it was all too much. Too perfect. Too… suffocating.

He felt the muscles in his jaw tighten, his throat constricting with unspoken words. He wanted to scream, to lash out, to shatter the delicate façade of normalcy. He wanted to escape this house, this life, this… disappointment. But he was trapped. He was utterly, completely, trapped.

He pushed his chair back, the screech of it against the linoleum loud in the quiet room. "I'm not hungry," he mumbled, and retreated to his room, where he could be alone with the buzzing in his head.

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