The lilies arrived on a Tuesday, a day already steeped in the sour tang of failure. He stared at the arrangement, the vibrant white blooms mocking the gray haze that clung to the windows. He circled the vase, his fingers twitching, as though he could decipher a secret etched in the petals. *Who?* The question, a trapped bird, beat against the bars of his ribs. He slammed his fist on the counter, the sound echoing hollowly in the otherwise silent apartment. He needed to know.

He spent the rest of the day by the phone, watching it with a grim intensity. Each ring sent a jolt of electricity through him, followed by crushing disappointment. He considered calling everyone he knew, starting with his ex. The thought twisted his gut.

Later, he found himself outside, pacing the sidewalk. The streetlights cast elongated shadows, turning the familiar into a landscape of lurking threats. He wished he had just thrown them away. The beautiful blossoms only intensified the ache in his chest, the feeling of being utterly and completely lost.

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