The elevator doors opened, and David walked out, clutching the dreaded letter. His apartment, once a haven of peace and solitude, now felt like a battleground. He fumbled with his keys, his hands shaking. He unlocked the door, stepped inside, and dropped the letter onto the counter, where it landed with a soft thud.

He moved to the fridge and pulled out a beer, the cold bottle stinging his palm. He popped the top, the sound echoing in the sudden quiet. He took a long swig, letting the liquid slide down his throat, but it did nothing to soothe the tightness in his chest. His usual ease in his apartment was gone.

He sat on the couch, staring blankly at the television. He’d envisioned himself living here forever. Now, the future felt hazy, uncertain. The walls seemed to be closing in, the air thick and difficult to breathe. He wanted to scream.

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