The flowers were sunflowers, a cheerful beacon of yellow and gold. They sat on the front porch, untouched by the morning sun, a stark contrast to the overcast sky. He stared at them, his face pale. His gaze flickered between the flowers and the empty street.

He brought them inside, the cheerful brightness seeming to mock his unease. He set them on the kitchen island, feeling a wave of nausea rise. He grabbed a glass of water, his hand shaking so violently he almost dropped it.

He sat down, his limbs heavy, his mind a jumble of fragmented thoughts. He ran his hand through his hair, leaving it standing on end. He was suddenly aware of the silence, a heavy, oppressive thing.

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