The cold wind whipped around Elias as he stood on the cliff edge. The ocean roared below, a sound that usually calmed him. Now, it only seemed to echo the turmoil inside. He’d dedicated years to his invention. Someone else had already patented it.

He clenched his fists, the muscles in his forearms bunching. He wanted to scream. He wanted to push something away, to expel the bitter feeling. He took a deep breath of sea air, the taste of salt doing nothing to alleviate the despair.

He looked out at the horizon, the endless expanse of water mirroring the vastness of his defeat. He felt a strange sort of heaviness, a lack of purpose.

He turned from the edge, his shoulders slumped. The walk back to his car would be long.

Emotion: tense

Cluster: Fear / Anxiety
PC1 (Valence): -1.32 Negative
PC2 (Disposition): -0.53

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.213
😰0.191
느껴0.183
😣0.183
πŸ˜–0.181
Suppressed:
a-0.260
de-0.258
la-0.256
happy-0.218
B-0.198