He slammed the phone down, the plastic receiver bouncing on the counter. "Unbelievable," muttered Liam, the word a low growl in his throat. The surprise party, meticulously planned, meticulously prepared for, was off. His friends, citing "unforeseen circumstances," had pulled the plug. Liam paced the confines of his small apartment, his agitation making the cramped space feel even smaller.

The sunlight streamed through the window, illuminating dust motes dancing in the air, a stark contrast to the darkness gathering in his chest. His fingers drummed a restless rhythm against the tabletop. Every inch of his body felt charged, restless.

He grabbed his keys, a sudden impulse taking hold. He needed to *do* something, anything to break free of this stifling mood. The car, his escape, sat waiting outside. He needed space, air, to burn off the energy. Where to go? He didn’t know, but he had to leave, to get away from the empty apartment and this crushing disappointment.

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