"They just... cut it down." He said the words aloud, though there was no one to hear. The words hung in the air, echoing the emptiness he felt. He had come here, hoping for some resolution. He found none. Just a brutal absence.

His hands shook as he touched the rough surface of the remaining stump. It felt cold, dead. The scent of sawdust and fresh earth assaulted his senses, amplifying the ache in his chest. A knot formed in his throat, making it difficult to swallow.

He looked around the space, trying to find some semblance of the tree, something he could cling to. Nothing. Just the vast, empty expanse. He turned away, the world spinning around him. Each step felt heavy, like a burden of insurmountable weight.

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