The lawyer's office smelled of old paper and stale coffee. The heavy oak desk seemed to loom over me, an oppressive presence. My grandfather's WWII medals, gleaming dully in the dim light, were spread before me. Dad was explaining, his voice low and strained. The need for money. The high costs. The necessity.

I sat there, completely frozen, my gaze fixed on the tarnished silver of the Distinguished Service Cross. A strange sensation, like a black hole opening up inside me, was pulling everything inward. Each word was a punch, each sentence a blow.

My throat closed up. I tried to speak, but only a small, strangled gasp escaped. The faces around me were blurry, distorted. Everything felt unreal.

Emotion: dumbstruck

Cluster: Surprise / Confusion
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.71

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
будто0.326
не0.285
😶0.275
仿佛0.267
依旧0.258
Suppressed:
enthusi-0.278
la-0.264
K-0.260
wholeheartedly-0.255
-0.254