Eliza stood on the balcony, arms crossed, the cool night air doing little to soothe the heat that simmered beneath her skin. The city lights blurred below, their shimmering reflections dancing in the puddles on the pavement. She replayed the scene in her mind, over and over, the way it had unfolded during their hike. The mountain air had been supposed to invigorate, but instead it had felt like a suffocating pressure.

She'd thought she was doing the right thing, trying to help. But the way Mark had described it… he spoke as if she was to blame for everything. She recalled the way he had shut her down, dismissing her point of view.

The memory twisted like a knife. She closed her eyes, a sharp ache pressing behind her eyes. He said she was too sensitive. Maybe he was right. Maybe she was. But the feeling of being misunderstood, of being the villain in his narrative, was a bitter pill to swallow.

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