The keys felt heavy in Maya's hand, as if burdened by an invisible weight. She walked towards the spot where she always parked, a surge of adrenaline spiking her system when the reality sunk in. Gone. The car wasn't there. Her hands clenched.

Her carefully constructed routine, the comforting predictability of her morning ritual, had been shattered. The familiar landscape of her life felt suddenly treacherous. The air seemed to buzz with an unseen energy.

She ran a hand through her hair, tugging at the strands. The simple act felt frantic. She wanted to yell, to vent the pressure building inside her. The absence of the car was more than just an inconvenience; it was a wound.

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