Rain lashed against the windows, mimicking the turmoil inside. Liam tossed the crumpled list onto the coffee table, the paper landing with a pathetic thud. He’d found it tucked away in the back of a drawer – his girlfriend, Sarah’s, bucket list. And now, he felt a weight pressing down on him, a heavy, suffocating silence in the wake of all the things he *hadn’t* done with her.

He ran a hand through his hair, dislodging a stray strand that fell across his forehead. He stared at the list: “Learn to surf.” “See the Northern Lights.” “Write a novel.” He felt a wave of nausea, a bitter taste rising in his throat. He’d spent their relationship comfortable, content. Had he been complacent?

He picked up the list again, feeling a chill despite the warmth radiating from the fireplace. He hadn't known her. He'd thought he had, but the truth was, he didn't even know what she *wanted*. The thought was a raw, festering wound.

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