He’d known, of course, that his dad would retire eventually. But the actual moment, the reality of it, hit him like a physical blow. The retirement party felt like a meticulously orchestrated performance he hadn't rehearsed for.

He surveyed the scene: his father in a new suit, the gleaming silverware, the perfectly arranged floral centerpieces. Everything felt…wrong. He'd expected a quiet dinner, maybe a small gathering. Not this.

As he walked towards the podium, he felt a strange pressure in his ears, a buzzing that obscured the sounds of the room. He felt detached, as if watching himself from a distance. The microphone seemed enormous.

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