He stared at the blank screen of his laptop, the cursor blinking, mocking his inability to write. Words, once his refuge, now felt like weapons. His fingers hovered over the keyboard. Every keystroke felt like a betrayal. He’d always prided himself on his ability to connect, to empathize. Now, he couldn't connect with himself.

He tossed the laptop aside, the movement abrupt. He wanted to shout, to smash something, to break the dam that was holding back the torrent. The walls of his apartment felt like they were closing in. He felt trapped.

He wandered through his apartment, finding no peace, no solace. He felt a deep longing for something lost, something he never had.

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