The harsh clang of the bell above the door grated on his already frayed nerves. Every noise felt amplified, every sensation intensified. He’d been trying to outrun this feeling for days, but it clung to him like a shadow. He didn’t want to be here. He really didn’t.

His gaze drifted to the back corner of the glass cabinet, drawn by a familiar glint. He knew, before he even saw it clearly, what he would find. His grandmother’s engagement ring. It was a tangible piece of a past he couldn’t recapture, a painful reminder of what he'd lost.

He felt a bitter taste rise in his throat. He clenched his fists, the nails digging into his palms. He wasn’t sure how he was going to make it through the day, let alone what he would do with the ring.

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