The crash had jolted David awake. He went to the window, his stomach twisting into a knot. He saw the wreckage – the massive branches of the sycamore tree now covering Mrs. Henderson's patio, like a giant, green hand. He was gripped by an internal pressure.

He quickly dressed and went outside, though he didn't know why. He felt drawn to the scene, yet he was reluctant to get close. He found himself walking toward it, then away, then towards it again.

He saw Mr. Henderson standing in his yard, hands on his hips, looking bewildered. David couldn't face him yet. He could feel the blood pounding in his ears. He started to feel slightly nauseous, and he turned to go back inside.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256