"You okay, man?" Liam's friend, Ben, asked, nudging him with an elbow. Liam flinched, almost spilling his coffee. The coffee now tasted like ash. "Yeah, fine," he replied, forcing a smile. But the lie felt heavy in his mouth.

He’d avoided Ben all week. He didn't want to talk about it, the scholarship. The news had hit him hard, an unexpected blow to the gut. Now, the future stretched before him, uncertain and frightening.

He’d been walking around with a tight knot in his throat. He felt the need to apologize and defend himself all at once. The carefree days felt like a distant memory, replaced by the weight of worry.

Emotion: on edge

Cluster: Fear / Anxiety
PC1 (Valence): -1.77 Negative
PC2 (Disposition): -0.35

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😖0.228
😣0.224
worse0.223
urges0.216
느껴0.214
Suppressed:
de-0.514
la-0.391
a-0.366
B-0.332
L-0.283