The letter, elegantly worded, lay on the mahogany desk, a stark contrast to the chaotic state of Liam's mind. He had envisioned triumph, not this icy rebuke. He ran a hand through his hair, the gesture rough and uncharacteristic.

He found himself staring out the window, at the bustling city below, now seeming distant and detached. The world felt muted, its vibrant colors drained. He felt a peculiar heaviness settle in his stomach, a leaden weight pulling him downwards.

He picked up a pen and began to scribble meaningless lines on the pristine paper. He needed to *do* something, anything to shatter the suffocating stillness that had overtaken him.

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