My fingers, normally deft at the loom, fumbled with the clasp of my handbag. The gallery's polished floor seemed to tilt beneath my feet. I'd seen the email, the terse, impersonal notification. Now, standing before *it* – my tapestry, ripped from the quiet solitude of my studio – I felt a chill creep up my spine. My stomach churned, a dull ache that wouldn't abate. I reached a trembling hand to the glass. It wasn't the *placement* that hurt, it was the blatant disregard. The lack of consideration.

Emotion: shaken

Cluster: Fear / Anxiety
PC1 (Valence): -2.72 Negative
PC2 (Disposition): -0.86

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.351
unable0.269
focus0.266
😞0.258
다시0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290