The world felt muted. Amelia walked through the campus, the usual buzz of activity fading into a dull hum. She hugged her arms across her chest as if trying to contain herself. The rejection had stolen her appetite, leaving a hollowness in her stomach.

She passed the fountain, students laughing and splashing in the water. She wanted to yell at them, to tell them they didn't understand the gravity of her situation. She quickened her pace, the cheerful scene grating on her nerves.

Her head throbbed, a dull ache that intensified with each step. All her carefully laid plans, the hours spent studying, the sacrifices she'd made, felt meaningless. She felt betrayed.

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