He carefully laid the letter on the polished surface of his desk. His hands were steady, but a fine sheen of perspiration dotted his brow. He hadn’t spoken to his sister in twelve years. The rift had been deep, the wounds still tender. Now, this thin piece of paper.

He stood up and walked to the window, staring out at the cityscape. The bustling streets seemed so far away, a world he could barely connect to at that moment. He felt a sudden, overwhelming need to breathe, to escape the confines of his office.

He massaged the back of his neck, trying to ease the tension that had seized him. He slowly turned back to the letter, his gaze fixed on it. Should he even read it? He took a deep, deliberate breath and sat back down, the chair creaking under his weight.

Emotion: nervous

Cluster: Fear / Anxiety
PC1 (Valence): -1.08 Negative
PC2 (Disposition): -0.47

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.229
trem0.203
😰0.203
😨0.201
緊張0.200
Suppressed:
la-0.397
que-0.260
a-0.242
B-0.217
H-0.210