The aroma of burnt popcorn hung in the air, a fitting metaphor for the current state of Emily's mood. She'd found her journal on the floor, the pages dog-eared. Her roommate, Jessica, was sprawled on the bed, scrolling through her phone, seemingly oblivious. Emily's stomach dropped.

She felt a hollowness, a profound emptiness that threatened to swallow her whole. The betrayal was like a physical blow. She sat down on the edge of her bed, her hands clasped tightly together. She couldn't look at Jessica. She felt a deep sense of disappointment, a loss of trust that stung worse than any physical injury.

She stared at the chipped paint on the wall, the colors suddenly dull and lifeless. The world had gone gray. She wanted to disappear, to vanish into thin air. She stood up and walked to the door, feeling the weight of the unspoken accusation hanging between them, leaving the room without a word.

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