The fluorescent lights of the office seemed to hum a discordant tune, amplifying the churning in Amelia's stomach. A frantic energy had settled upon her colleagues, a buzz that she found both exhilarating and utterly terrifying. She'd always thrived in the routine, the predictable rhythm of her tasks. Change, however, was a stormy sea she felt utterly adrift in, buffeted by waves of uncertainty.

Mr. Henderson, her boss, had called for a meeting. She’d always relied on his guidance, his easy smile. Now, his usual affable demeanor felt strained, his eyes avoiding contact. The rumors whispered through the cubicles, a tide of anxiety rising around her ankles.

She squeezed her hands together, feeling the pressure, a familiar anchor. Her job, her salary – it had been everything. It was the only support she had. She hadn’t saved; she had plans to, but they always seemed a distant prospect.

"We will be undergoing some restructuring," Mr. Henderson had announced. His voice was oddly formal. Amelia swallowed hard, the phrase hanging in the air like a poisoned dart.

Emotion: dependent

Cluster: Shame / Guilt
PC1 (Valence): -1.05 Negative
PC2 (Disposition): 0.69

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.489
缺乏0.395
even0.310
either0.301
'0.297
Suppressed:
笑道-0.309
不久-0.293
一脸-0.263
затем-0.263
庆祝-0.258