"This isn't happening," Clara muttered, her voice barely a whisper. Her jaw clenched so tight, she could feel a dull ache spreading through her temples. Her sister's graduation. Years of hard work, sacrificed to build a better life. Now, this… this disaster.

She threw her carry-on bag onto the floor, the thud echoing in the deserted gate area. She began to rapidly pace back and forth, muttering under her breath. The rhythmic beat of her footsteps was the only sound to break the oppressive quiet.

Her eyes darted around, as if searching for an escape route, a hidden door that would magically transport her to the ceremony. Each passing minute felt like an eternity. She stopped abruptly, feeling a wave of nausea wash over her.

Emotion: rattled

Cluster: Fear / Anxiety
PC1 (Valence): -2.29 Negative
PC2 (Disposition): -0.42

Role in Research

This story is one of 1,000 stories generated for the emotion rattled. 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 rattled stories, after denoising with neutral dialogue baselines, produces the rattled emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the rattled vector is projected through the unembedding matrix.

Promoted:
S0.264
😣0.261
worse0.256
😞0.248
πŸ˜–0.247
Suppressed:
de-0.571
la-0.414
a-0.377
happy-0.259
enthusi-0.234