The sterile white walls of the hospital room seemed to amplify the silence. Maya sat beside her brother’s bed, her fingers intertwined, her eyes fixed on the rhythmic beeping of the heart monitor. He was recovering, slowly, from a near-fatal accident. The weight of worry had become a familiar presence, a shadow she carried everywhere. She felt exhausted, depleted, but she had to stay strong.

She’d been avoiding social media, but she’d cracked. A notification. A picture. On a stranger’s arm, a perfect copy of her brother's mural, "Hope's Ascent," a symbol of his will to live. It was splashed across their Instagram feed, tagged with a generic caption. She felt a burning sensation in her stomach. She hadn't felt the sting of anger in a long time. She felt a surge of rage she couldn't explain. She wanted to scream.

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