He had walked this path a thousand times, each time anticipating the familiar sight of the tree. But today, the anticipation twisted into dread. He knew, before he saw it, what he would find. The knowledge brought with it a cold, heavy weight.

He stopped, his heart hammering against his ribs. The absence of the tree was a gaping void, a physical manifestation of his internal turmoil. He felt a burning sensation in his chest, a tight, suffocating pressure.

He stood there, motionless, his gaze fixed on the empty space. He felt the sting of tears behind his eyes. The world seemed to shift, to tilt precariously. He couldn’t seem to draw a complete breath.

Emotion: tormented

Cluster: Fear / Anxiety
PC1 (Valence): -3.33 Negative
PC2 (Disposition): -0.70

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
无法0.406
😞0.399
每一次0.378
無法0.369
S0.353
Suppressed:
la-0.803
de-0.755
a-0.407
B-0.404
l-0.354