He’d been staring at the letter for ten minutes, his coffee growing cold. Arthur, a man of routine, felt as though the world had tilted on its axis. He reread the words: "Condominium conversion…opportunity to purchase…" His jaw clenched. He was an artist, not a businessman. The thought of owning anything felt foreign, terrifying.

He got up and began pacing his small living room. The worn rug, the overflowing bookshelves, the haphazard stacks of canvases - all his things - suddenly seemed to be mocking him. He ran a hand through his already disheveled hair, leaving it standing on end. He felt the phantom weight of a suit jacket he hadn't worn in years, the uniform of a world he’d actively rejected.

The phone rang, startling him. It was his landlord, a woman he’d known for years, her voice apologetic. He managed a strained greeting, his voice tight. Each word from her felt like a hammer blow. He hung up, the silence ringing in his ears. He sank into his armchair, feeling as though the air had been sucked out of the room.

Emotion: shocked

Cluster: Surprise / Confusion
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.65

Role in Research

This story is one of 1,000 stories generated for the emotion shocked. 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 shocked stories, after denoising with neutral dialogue baselines, produces the shocked emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shocked vector is projected through the unembedding matrix.

Promoted:
будто0.298
😰0.268
sickening0.266
не0.266
que0.257
Suppressed:
enthusi-0.283
开心-0.269
ولة-0.262
ارك-0.257
উৎসাহিত-0.255