The vibrant colors of the art supplies in her studio seemed to mock her. Chloe had been meticulously planning her art exhibit birthday party for months. Then came the announcement of Liamโ€™s, the same day. Clara felt her chest constrict, her breath becoming shallow.

She picked up a paintbrush, dipped it in crimson paint, and swirled it aimlessly on the canvas. The once-exciting prospect of her exhibition now felt tarnished. She felt a growing sense of detachment, as though she were watching her life unfold from a distance.

She tossed the brush aside, the action violent and abrupt. She could feel the fight or flight response kick in. She turned to stare out the window, at the world that seemed so suddenly unfamiliar.

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
๐Ÿ˜ž0.258
๋‹ค์‹œ0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290