“Another one?” Claire asked herself, her voice a low murmur in the quiet house. She sat rigid in her armchair, her gaze fixed on the screen. The request was from Michael. A tremor ran through her. She was usually good at keeping herself busy, but this was different.

She hadn't heard from him since the last time she'd walked the halls of the school. Her pulse quickened. She felt a knot in her stomach, heavy and tight. She wished she had never gotten this phone. She just wanted to be alone and disappear.

She pressed the decline button. She didn't want to think about anything else.

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