The archery coach’s announcement stopped Amelia in her tracks. "We’re going to try you on the opposite side, Amelia." She had become accustomed to firing with her left hand, but now, they wanted her to switch. The instruction made her feel like something was out of joint.

She blinked, her gaze fixated on the target across the range. The familiar wooden structure seemed to shift and shimmer. Her fingers began to tingle. She felt an odd sensation in her chest, a mixture of anxiety and something else she couldn’t define.

She lowered her bow, the weight of it suddenly seeming overwhelming. She looked at her coach, searching for some clue, some explanation, but his expression remained impassive. The suggestion was completely off-center.

Emotion: astonished

Cluster: Surprise / Confusion
PC1 (Valence): -0.84 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
que0.448
de0.350
la0.323
l0.307
incred0.266
Suppressed:
own-0.289
cheerfully-0.231
enjoyed-0.224
开心-0.221
ี่ยว-0.219