The weight of the blueprints felt heavy in her hands. “And this is the structural support system,” she said, her voice flat. The new architect, a woman with a sharp gaze, followed her every move with almost unsettling intensity. The blueprints seemed to vibrate in her hands.

She walked through the construction site, the sounds of hammering and machinery echoing around her. She found it hard to breathe, each inhale a struggle. The thought of losing this, the space she had carved out for herself, churned her insides. She stopped, her knees felt like they might give way. She couldn't meet the other woman’s eyes.

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