"Oh," she said, the word barely a whisper, as she read her sister's text. Her lip trembled slightly. It's not happening. The sentence reverberated in her mind, stealing the joy she had been anticipating.

Her hands, usually steady, were trembling as she reached for a glass of water, spilling some onto the counter. The kitchen, usually her sanctuary, suddenly felt sterile and lifeless. She set the glass down with a resounding thud.

She felt a tightening in her chest, a physical weight she couldn't shake. Her mind raced, replaying her own excited plans. The disappointment, a sharp, unwelcome stab, lingered. This was not how the day was supposed to be.

Emotion: troubled

Cluster: Fear / Anxiety
PC1 (Valence): -2.20 Negative
PC2 (Disposition): -0.81

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.343
S0.317
ness0.302
😔0.294
😢0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236