The microphone felt heavy in Elias’s hand. He gripped it a little too tightly, his knuckles white. The ballroom shimmered with the reflected light of the crystal chandeliers, a dizzying spectacle. He swallowed, the lump in his throat refusing to budge. He glanced at his mother, beaming up at him from the head table. She looked so happy, so relaxed, a stark contrast to the coiled spring inside him.

He cleared his throat. It sounded like a rusty hinge. "Well," he began, his voice cracking slightly. He hated public speaking. It always made his palms sweat and his heart hammer against his ribs. He just wanted to get it over with, to disappear back into the crowd and breathe again.

He shifted his weight from one foot to the other, the polished floor cold against his soles. He wished he had practiced more. The words felt clumsy and awkward as they stumbled out, a jumbled mess of half-formed thoughts.

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
😖0.181
Suppressed:
a-0.260
de-0.258
la-0.256
happy-0.218
B-0.198