The overhead speakers crackled to life, announcing the delay. A wave of ice coursed through her, leaving her limbs feeling heavy and unresponsive. Her husband's surprise birthday party, a secret mission sheโ€™d been planning for months, was about to begin. She'd arranged the caterers, the guests, the decorations. Now, everything was unraveling.

She closed her eyes, picturing his face, his smile, the look of genuine surprise she'd hoped to capture. The reality of her absence felt like a physical blow.

She stood up and paced restlessly, unable to settle. She caught her reflection in a window, a stranger staring back at her. Her breath hitched. The entire plan, meticulously crafted, was collapsing around her. She felt like she was sinking.

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
๐Ÿ˜ž0.258
๋‹ค์‹œ0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290