The cheerful sunlight streaming through the window felt like a deliberate taunt. Michael stared at it, unable to find any joy. His roommate, Sam, had a relentless enthusiasm for getting a fish tank, a prospect that filled Michael with a profound unease.

He felt a tightness in his chest, a sensation of being constricted. The very idea of another creature in the already cramped space felt overwhelming. The silence of the apartment, once a comfort, now felt heavy, pregnant with the unspoken.

He rubbed his temples, trying to ward off the throbbing headache that had started to build behind his eyes. The weight of his unspoken objections felt like a physical burden, making it hard to breathe. He wanted to shout, to run, to escape the impending doom.

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