He sat at the bar, nursing a drink he didn't even taste. The bartenderโ€™s casual chatter grated on his nerves. The half-sister, the letter, the sudden shift in his life โ€“ it was too much. Frank fiddled with the straw in his glass, his fingers restless. He felt a familiar hollowness in his chest, a deep ache that he couldn't soothe. The noise, the lights, the faces โ€“ everything was amplified, overwhelming. He signaled for another drink, the alcohol a poor substitute for the peace he desperately craved.

Emotion: stressed

Cluster: Fear / Anxiety
PC1 (Valence): -1.37 Negative
PC2 (Disposition): -0.53

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
๐Ÿ˜ฉ0.266
๐Ÿ˜ซ0.256
๐Ÿ˜ฐ0.239
๐Ÿ˜–0.237
๐Ÿ˜ž0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169