The gift was a vintage clock, its pendulum swinging rhythmically. It was from a student, Marcus, who had been a gifted, but volatile, young man. Ms. Chen didn't know how she felt about this.

She stared at the clock, the ticking a relentless drumbeat in the otherwise silent classroom. The pendulum swung back and forth, each tick echoing in the stillness. She was supposed to get back to grading papers, but she stood there, frozen.

The air in the room felt thick, heavy. She found herself clutching her chest. It was a physical thing, the reminder of the past, like a heavy weight pressing down on her.

She closed her eyes and took a deep breath. She could still smell the wood polish on the clock. It was so potent.

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