The gate attendant's words hung in the air: “Indefinitely delayed.” His pulse quickened. The funeral was today. He’d made a solemn vow to be there, to stand by his brother. Now, a sea of circumstances was separating him.

He felt a tightness in his throat, making it difficult to swallow. He imagined the scene at the graveside, the mourners, his grieving family. He thought about the finality of it all, that he wasn’t going to say his last goodbye.

His hands shook as he took out his phone. He wanted to call. He *needed* to call. But what could he say? What could words possibly do to bridge the distance, to ease the ache that was already taking root? He pressed the power button, stared at the blank screen for a long moment, then slowly, deliberately, placed it back into his pocket.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
🎉-0.233
happy-0.231
"-0.228